SaaS vendors

Stacked lockup

2026-07-21T21:15:39.463899+00:00

Stacked lockup

Horizontal lockup

2026-07-21T21:15:39.463892+00:00

Horizontal lockup

Postman description

2026-07-21T21:15:39.463885+00:00

Postman description

Postman Announces Multi-Region Support for Growing Monitoring Product

2026-07-21T21:15:39.463878+00:00

Postman Announces Multi-Region Support for Growing Monitoring Product

Postman 2017 State of API Survey Reveals Challenges Developers Face Working with Growing API Ecosystem

2026-07-21T21:15:39.463871+00:00

Postman 2017 State of API Survey Reveals Challenges Developers Face Working with Growing API Ecosystem

Postman Announces Launch of its API Network — the Most Useful & Authentic Directory of Public APIs

2026-07-21T21:15:39.463863+00:00

Postman Announces Launch of its API Network — the Most Useful & Authentic Directory of Public APIs

Postman Announces Key Collaboration Feature for API Development

2026-07-21T21:15:39.463855+00:00

Postman Announces Key Collaboration Feature for API Development

Postman Announces New Plan for Enterprise Customers

2026-07-21T21:15:39.463848+00:00

Postman Announces New Plan for Enterprise Customers

Postman Announces Team Plan for Free Users

2026-07-21T21:15:39.463841+00:00

Postman Announces Team Plan for Free Users

Postman 2018 State of the API Survey: Containers and Serverless Architecture Gain Developer Interest

2026-07-21T21:15:39.463833+00:00

Postman 2018 State of the API Survey: Containers and Serverless Architecture Gain Developer Interest

Postman Announces Growing Adoption for API Development Tools

2026-07-21T21:15:39.463827+00:00

Postman Announces Growing Adoption for API Development Tools

ENVERITY

2026-07-21T17:00:06+00:00

ENVERITY is a game development co-working space in Taipei, a place where dreamers turn imagination into reality, where creators meet, exchange ideas, and build new worlds together. The identity is built from modular units, where freedom emerges through systems. Every stroke follows the same geometric logic, much like UI components in a game interface, structured, extensible, and recombinable. It is a language in constant formation, carrying the spirit of play, and the shared ambition to create t

How DevRel saves thousands of tokens per Claude Code run

2026-07-21T16:00:00+00:00

A benchmark report: we audited 19 production Claude Code skills, cut invocation costs 23% (13,300 tokens per run), and found none had tool scoping. Here's the data — and what it's worth in dollars. The post How DevRel saves thousands of tokens per Claude Code run appeared first on Postman Blog .

Autonomous infrastructure: Managing complexity in agentic workflows

2026-07-21T16:00:00+00:00

AI agents are changing infrastructure operations. Learn the seven layers required to scale autonomy with confidence, control, and visibility.

COSMOPOLITAN PRIDE

2026-07-21T13:00:06+00:00

COSMOPOLITAN PRIDE

Contra Pritchard On Liberal Happiness

2026-07-21T12:30:55+00:00

...

Workflow SDK vs trigger.dev

2026-07-21T11:21:15+00:00

How the Workflow SDK compares to trigger.dev — deterministic event-log replay versus CRIU process checkpoint/restore, plus a concept-mapping migration guide.

Workflow SDK vs Temporal

2026-07-21T11:21:15+00:00

How the Workflow SDK compares to Temporal — execution model, where workers run, versioning, AI agents, pricing, and a concept-mapping migration guide.

Workflow SDK vs Inngest

2026-07-21T11:21:15+00:00

How the Workflow SDK compares to Inngest — event-driven durable functions that run on your own infrastructure over HTTP, with a concept-mapping migration guide.

Workflow SDK vs Cloudflare Workflows

2026-07-21T11:21:15+00:00

How the Workflow SDK compares to Cloudflare Workflows — both are durable replay engines, but they handle versioning, encryption, portability, and global distribution very differently.

Workflow SDK vs AWS Step Functions

2026-07-21T11:21:15+00:00

How the Workflow SDK compares to AWS Step Functions — plain TypeScript control flow versus declarative Amazon States Language JSON, plus a concept-mapping migration guide.

Workflow SDK vs AWS Bedrock AgentCore

2026-07-21T11:21:15+00:00

How the Workflow SDK compares to AWS Bedrock AgentCore — a durable-execution framework versus an AI-agent hosting platform. They solve different problems.

Comparisons

2026-07-21T11:21:15+00:00

How the Workflow SDK compares to other durable execution, workflow, and AI-agent frameworks — Temporal, Cloudflare Workflows, AWS Step Functions, AWS Bedrock AgentCore, Inngest, and trigger.dev.

Meet Apify AI: describe a task, get the data

2026-07-21T11:00:00+00:00

Apify AI turns a plain-English request into a finished Actor run. No keyword guessing, no 20-field form, no setup.

P&M / Brand Identity

2026-07-21T08:30:43+00:00

P&M® is a New York-based private residential practice founded by architects Phillip Hung and Max Schauthers. The firm designs bold, premium apartments ? spaces that hold weight, carry identity, and outlast the moment they were built. P&M® works with a deliberate client base: people who understand that the space they inhabit is an extension of how they move through the world.

AI speeds software development. Is your secret security keeping up?

2026-07-21T07:09:00+00:00

As AI accelerates software development, secret sprawl is becoming one of the fastest growing sources of security, compliance, and operational risk.

DIVINAE Calendar pt. 1

2026-07-21T04:30:37+00:00

Epson Italia Calendar 2026

Volatile seeds and roots of unusual beauty

2026-07-21T00:30:48+00:00

Volatile seeds and roots of unusual beauty

Python function bundles now include precompiled bytecode

2026-07-21T00:00:00+00:00

Vercel now compiles Python functions to bytecode at build time. In our benchmarks, cold starts for the median-sized function dropped from 2.8s to 1.3s.When Python imports a module without cached bytecode, it parses and compiles the source before executing it. That compilation step adds startup time for functions with large dependency trees. Vercel now compiles both application code and dependencies and includes the resulting .pyc files in the function bundle, so the interpreter skips compilation

Vercel MCP now supports purchases

2026-07-21T00:00:00+00:00

Vercel MCP now supports purchasing Vercel products. You can:Upgrade your team to the Pro planAdd prepaid credits for v0 (requires a paid v0 plan) or AI GatewayPurchase the SIEM add-on (requires an Enterprise plan) Purchase and register a domain Vercel MCP quotes the price, explains whether the charge is one-time or recurring, and completes the purchase only after you confirm. When an exact price isn't available, it links to the relevant pricing or billing page. Purchases require a team role with

Vercel Connect adds 90+ preset connectors

2026-07-21T00:00:00+00:00

Vercel Connect now includes preset connectors for 90+ services, including Shopify, Okta, Workday, Jira, and Sanity.Preset connectors are predefined configurations for supported services. They reduce manual setup by pre-populating provider metadata, authentication settings, and default MCP or discovery URLs. Unlike managed connectors, preset connectors don't register your app with the external service for you. Add a connectorBrowse connectors in the Vercel dashboard and select a preset. Review th

Laguna S 2.1 is now available on AI Gateway

2026-07-21T00:00:00+00:00

Laguna S 2.1 from Poolside is now available on AI Gateway. There are 2 versions of the model available:Free version: poolside/laguna-s-2.1-freePaid version for higher throughput and higher rate limits: poolside/laguna-s-2.1Laguna S 2.1 is an open-weight Mixture-of-Experts model that supports a context window of up to 1M tokens and runs in thinking and no-thinking modes.The model specializes in agentic coding and long-running tasks, including writing and debugging code, running tests, building br

Standing Eligibility Is the New Standing Admin

2026-07-21T00:00:00+00:00

Standing Eligibility Is the New Standing Admin

Gemini 3.6 Flash and Gemini 3.5 Flash-Lite are now available on AI Gateway

2026-07-21T00:00:00+00:00

Gemini 3.6 Flash and Gemini 3.5 Flash-Lite are now available on AI Gateway.Gemini 3.6 Flash improves quality across coding, agentic tasks, and web development while consuming fewer tokens and making fewer model calls. It produces cleaner web and app development output.Gemini 3.5 Flash Lite upgrades the agentic capabilities of the Flash-Lite tier, making it a good fit for subagents that handle scoped parts of a larger task.To use them, set model to google/gemini-3.6-flash or google/gemini-3.5-fla

Context Window Optimization: 6 LLM Strategies for 2026

2026-07-21T00:00:00+00:00

Context Window Optimization: 6 LLM Strategies for 2026

Errors

2026-07-20T20:50:22+00:00

Fix common mistakes when creating and executing workflows.

hook-conflict

2026-07-20T20:50:22+00:00

Hook tokens must be unique across all running workflows in your project.

fetch-in-workflow

2026-07-20T20:50:22+00:00

Use the workflow fetch step function instead of global fetch in workflows.

corrupted-event-log

2026-07-20T20:50:22+00:00

The workflow's event log contains an event that no consumer can process, indicating corruption or invalid state.

Deploying

2026-07-20T20:50:22+00:00

Deploy workflows locally, on Vercel, or anywhere using pluggable World adapters.

Resilient run start

2026-07-20T20:50:22+00:00

Overhaul run start logic to tolerate world storage unavailability, as long as the queue is healthy, and significantly speeds up run start.

Changelog

2026-07-20T20:50:22+00:00

Latest updates and new features in Workflow SDK.

Workflow Globals

2026-07-20T20:50:22+00:00

Global APIs available inside workflow functions.

API Reference

2026-07-20T20:50:22+00:00

Complete reference for all Workflow SDK functions and primitives by package.

Streaming Updates from Tools

2026-07-20T20:50:22+00:00

Show progress updates and stream step output to users during long-running tool executions.

Sleep, Suspense, and Scheduling

2026-07-20T20:44:33+00:00

Schedule recurring actions, handle rate limiting, and wait for external state in AI agents.

Resumable Streams

2026-07-20T20:44:33+00:00

Handle network interruptions, page refreshes, and timeouts without losing agent progress.

Queueing User Messages

2026-07-20T20:44:33+00:00

Inject messages during an agent's turn, before tool calls complete or while the model is reasoning.

Building Durable AI Agents

2026-07-20T20:44:33+00:00

Build AI agents that survive crashes, scale across requests, and maintain state with durable LLM tool-call loops.

Human-in-the-Loop

2026-07-20T20:44:33+00:00

Wait for human input or external events before proceeding in your AI agent workflows.

Haaland Loops

2026-07-20T20:30:29+00:00

Fan animations during the World Cup 2026

SvelteKit

2026-07-20T19:14:09+00:00

This guide will walk through setting up your first workflow in a SvelteKit app. Along the way, you'll learn more about the concepts that are fundamental to using the Workflow SDK in your own projects.

Python

2026-07-20T19:14:09+00:00

Build durable workflows and AI agents in Python with the Vercel SDK.

Nuxt

2026-07-20T19:14:09+00:00

This guide will walk through setting up your first workflow in a Nuxt app. Along the way, you'll learn more about the concepts that are fundamental to using the Workflow SDK in your own projects.

Patterns for Defining Tools

2026-07-20T19:14:09+00:00

Common patterns for defining tools in durable AI agents using Workflow SDK.

Chat Session Modeling

2026-07-20T19:14:09+00:00

Model chat sessions at different architectural layers to control state ownership and handle interruptions.

Nitro

2026-07-20T19:14:09+00:00

This guide will walk through setting up your first workflow in a Nitro v3 project. Along the way, you'll learn more about the concepts that are fundamental to using the Workflow SDK in your own projects.

Next.js

2026-07-20T19:14:09+00:00

This guide will walk through setting up your first workflow in a Next.js app. Along the way, you'll learn more about the concepts that are fundamental to using the Workflow SDK in your own projects.

NestJS

2026-07-20T19:14:09+00:00

Set up your first durable workflow in a NestJS application.

Getting Started

2026-07-20T19:14:09+00:00

Start by choosing your framework. Each guide will walk you through the steps to install the dependencies and start running your first workflow.

Hono

2026-07-20T19:14:09+00:00

This guide will walk through setting up your first workflow in a Hono app. Along the way, you'll learn more about the concepts that are fundamental to using the Workflow SDK in your own projects.

Fastify

2026-07-20T18:23:08+00:00

Set up your first durable workflow in a Fastify application.

Express

2026-07-20T18:23:08+00:00

Set up your first durable workflow in an Express application.

Astro

2026-07-20T18:23:08+00:00

Set up your first durable workflow in an Astro application.

Workflows and Steps

2026-07-20T18:23:08+00:00

Build long-running, stateful application logic that persists progress and resumes after failures.

Versioning

2026-07-20T16:46:20+00:00

Understand how workflow runs are pinned to deployments, how to recover runs after a fix, and how to opt in to newer code explicitly.

Streaming

2026-07-20T16:46:20+00:00

Stream data in real-time to clients for progress updates and incremental content delivery.

Starting Workflows

2026-07-20T16:46:20+00:00

Trigger workflow execution with the start() function and track progress with Run objects.

Serialization

2026-07-20T16:46:20+00:00

Understand how workflow data is serialized and persisted across suspensions and resumptions.

workflow-not-registered

2026-07-20T16:46:20+00:00

A workflow function is not registered in the current deployment.

Casa Antonio®

2026-07-20T16:30:08+00:00

Brand identity for Casa Antonio, a Barcelona based restaurant. The visual identity draws inspiration from the timeless character of Barcelona's traditional bodegas, reinterpreted through a fresh, contemporary approach that reflects the spirit of a modern restaurant.

Share your local API changes for review—before they reach the Cloud

2026-07-20T15:19:57+00:00

Postman draft workspaces let you share a live preview URL of your local Native Git work before merging. Learn how the review-before-publish workflow works. The post Share your local API changes for review—before they reach the Cloud appeared first on Postman Blog .

Durable Workflow Engines in 2026: Every Major Option Compared

2026-07-20T13:00:00+00:00

Durable execution engines compared in 2026: Upstash Workflow, Temporal, Inngest, Trigger.dev, AWS Step Functions, and Cloudflare Workflows, across architecture, retries, long delays, human-in-the-loop events, serverless support, and pricing.

Open Thread 443

2026-07-20T11:27:22+00:00

...

Relay.app is shutting down: How to export your workflows and move to Zapier

2026-07-20T05:00:00+00:00

Relay is shutting down on August 15, 2026, for free users, and on September 14 for paid plans. Either way, if you built workflows, agents, or tables in Relay, the end is near. The good news is that Relay has made it as easy as possible to transition your workflows to a new tool. Here's how to export your Relay.app data and rebuild those workflows in Zapier, plus what to expect from Zapier as a former Relay user. We'll also cover why Zapier is your best option compared to other Relay alternatives

I've tried every automation software: here are the 10 best in 2026

2026-07-20T05:00:00+00:00

Automation software seems like a straightforward enough concept until you start shopping for it. Suddenly, you're staring down a list of tools that range from no-code automation builders to enterprise API platforms that require a six-month implementation and a dedicated IT team. They all say they automate things, but that's pretty much where the similarity ends. I've been writing about automation tools for Zapier for years, which means I've tested a lot of these myself. And the opinions I've for

Web scraping: A comprehensive guide

2026-07-20T04:00:00+00:00

There are two ways to catch a price drop on that obnoxiously priced all-terrain dog stroller you've been eyeing (but won't admit out loud to the general public—which, smart). You could check the product page every morning and hope today's the day for good boy Professor Waffles. Or you could let a price tracker like camelcamelcamel watch the listing for you and send an alert the moment it dips below a set price. That second option is web scraping at work: an automated tool visits the page, reads

Audits Now Test Whether Your Controls Work

2026-07-20T00:00:00+00:00

Audits Now Test Whether Your Controls Work

Purge your Remote Cache's build and CI artifacts

2026-07-20T00:00:00+00:00

Team Owners can now clear the team's Remote Cache of all artifacts in one click. This is useful when you believe there are poisoned artifacts in your cache.In your team's Build and Deployment settings, visit the Remote Caching section and clear the Remote Cache.Visit the docs to learn more. Read more

Configure where run state lives in Vercel Workflows

2026-07-20T00:00:00+00:00

Vercel Workflows now keeps each run's state, queue dispatch, and output streams in a single home region: the region where the run starts by default, or any target region you choose.A run keeps its home region for its lifetime, so for agents built on Workflows, the whole loop stays near the user: an agent serving someone in Sydney executes, checkpoints its progress, and streams output from Sydney. During a regional incident, workflow traffic fails over to the next closest region.To get started, u

Delivering A Resilient World Cup Final

2026-07-20T00:00:00+00:00

How do you stream the World Cup to estimated 1.8B fans? Explore Fastly’s traffic insights, extra-time viewer surges, and real-time anti-piracy strategies.

Agent swarms and the new model economics

2026-07-20T00:00:00+00:00

Agent swarms and the new model economics

LLM Cost Reduction: 12 Strategies to Cut AI Inference Costs

2026-07-20T00:00:00+00:00

LLM Cost Reduction: 12 Strategies to Cut AI Inference Costs

Turn off your slop cannon

2026-07-19T22:00:00+00:00

Good writing is a gift to everyone around you. Clear, concise communication means your readers spend less time decoding your words and more time acting on them. Here's how to write in a way that respects your reader's time and keeps us all from drowning in walls of text. Why this matters AI slop is real, and we can do better. The internet is full of bloated, padded writing generated (or at least inspired) by AI that optimizes for length over clarity. Don't add to it. When you write vague or word

The 6 best vibe coding tools in 2026

2026-07-19T22:00:00+00:00

Decades ago, building the Facebooks of the world was reserved for a small elite clad in technical skills. Today, with a sequence of good prompts, endless curiosity, and good testing practices, you too can stand next to the big names and launch your own app—and no, you don't need to know how to write a function. That's what vibe coding is all about: as coined by Andrej Karpathy, you build an app using natural language, and forget that the code is even there. While the hype is mostly gone—the firs

Untamed.Visual Development Art

2026-07-18T20:32:30+00:00

They called her the odd one out, asocial, distant. But in truth, she was simply a wild soul that could never fit into that stone-bound chaos into the life people have learned to call success. And only these escapes back to the earth, like gulps of fresh air, help her stay grounded and find balance.

Foundations

2026-07-18T16:48:45+00:00

Learn the core concepts of workflow programming to build durable, long-running applications.

Idempotency

2026-07-18T16:48:45+00:00

Make step retries safe and coordinate duplicate workflow starts with hook tokens.

Hooks & Webhooks

2026-07-18T16:48:45+00:00

Pause workflows and resume them later with external data, user interactions, or HTTP requests.

Errors & Retrying

2026-07-18T16:48:45+00:00

Customize retry behavior with FatalError and RetryableError for robust error handling.

OSMO: Brand identity

2026-07-18T16:30:08+00:00

Nothing here was invented. Every reference was stolen. Every image comes from somewhere else. The logo is just six dots. The photography is stock. The typeface already existed. Design isn't about creating something from nothing. It's about seeing what others don't. But everything here you've already seen in different projects, it's juct a knockoff.

Illustrations for Zetland.dk

2026-07-18T12:30:09+00:00

Editorial illustrations for Zetland.dk ? a Danish digital publisher known for in-depth journalism. Commissioned artwork accompanying feature articles, exploring political and social themes through symbolic, editorial imagery.

Japan Revisited PT. II

2026-07-18T08:30:06+00:00

Japan Revisited PT. II

Scribbles

2026-07-18T04:30:04+00:00

Scribbles

STOMILANKI Olsztyn

2026-07-18T00:30:06+00:00

STOMILANKI Olsztyn

webhook-response-not-sent

2026-07-17T22:54:37+00:00

Manual webhooks must send a response before execution completes.

webhook-invalid-respond-with-value

2026-07-17T22:54:37+00:00

The respondWith option must be "manual" or a Response object.

timeout-in-workflow

2026-07-17T22:54:37+00:00

Use the sleep function instead of setTimeout or setInterval in workflows.

step-not-registered

2026-07-17T22:54:37+00:00

A step function is not registered in the current deployment.

Step executed multiple times

2026-07-17T22:54:37+00:00

A step ran more than once because its function invocation crashed before it could report a result.

Vietnamese Character III 2026

2026-07-17T20:30:08+00:00

Vietnamese Character III 2026

Your Book Review: Great And Desperate Cures

2026-07-17T15:22:53+00:00

Finalist #2 in the Book Review Contest

Wishlist Raffle: an event demo that runs entirely on Apify

2026-07-17T08:28:14+00:00

How the Apify team built the Wishlist Raffle booth demo on nothing but the platform it's showing off.

Demain C'est Nous

2026-07-17T08:00:10+00:00

Demain C'est Nous

Data downloaded by Vercel Sandbox is now free

2026-07-17T07:01:00+00:00

Vercel Sandbox no longer bills for data it downloads from the internet. Installing packages, cloning a Git repository, or pulling artifacts and datasets from an external source does not count toward Sandbox Data Transfer usage.Traffic received on a Sandbox's exposed ports is still billable, as is outbound traffic the Sandbox sends to the internet. Pricing for Active CPU, Provisioned Memory, Snapshot Storage, and Sandbox Creations is unchanged.See the pricing documentation for the full breakdown.

OpenClaw vs. Zapier: What's the difference? [2026]

2026-07-17T05:00:00+00:00

If you've spent any time in AI automation circles this year, you've probably heard about OpenClaw. The open-source AI agent went from a side project to a global phenomenon in a matter of weeks, and for good reason: it gives anyone the ability to run an always-on AI assistant from their own machine, controlled through the messaging apps they already use. But popularity doesn't mean it's the right tool for every job. OpenClaw is powerful, flexible, and community-driven. It's also self-hosted, perm

Brothers Grimm fairy tales. Part 2

2026-07-17T04:00:34+00:00

Several years ago, I worked on illustrations for a large book of Brothers Grimm fairy tales for a Chinese publisher. It was a long process, but I'm glad I took on the project. It brought me immense pleasure and the opportunity to create fantasy worlds for European fairy tales.

The best CRM software for real estate agents in 2026

2026-07-17T04:00:00+00:00

A CRM is your prized possession in real estate. You need something to keep things straight when juggling client management, property listings, and the looming threat of being upstaged by that insufferably smug agent from the office across the street. But with countless options on the market, how do you know which software is right for you? I looked into dozens of options, read approximately a million reviews, watched demos narrated by people way too cheerful for 9 a.m., and gathered insights

Agentic AI vs. RPA: Everything you need to know

2026-07-17T04:00:00+00:00

Automation has evolved far beyond simple scripts and basic workflows. While robotic process automation (RPA) has long been used to handle repetitive, rules-based work, especially inside legacy systems, agentic AI represents a newer approach to automation built for far more dynamic problems. Both are designed to reduce manual work and improve efficiency. But RPA works by mimicking human interactions with software through predefined rules and screen-based actions, while agentic AI systems are buil

16 AI prompt templates for better AI agent outputs

2026-07-17T04:00:00+00:00

I've gone through a lot of painful trial and error with AI prompting—a lot. Which was fine when I was experimenting in back-and-forth conversations with AI chatbots, because I could refine my prompts with every response. But it's a different story with AI agents. A weak AI prompt baked into an agent's instructions produces the same bad output—and bills you for the same mistake—every single time it runs, with no one at the keyboard to catch it. I've rounded up 16 AI prompt templates that the Zap

Runtime logs now show cache reasons

2026-07-17T01:00:00+00:00

Runtime logs now show a Cache Reason explaining why a request wasn't a fresh cache hit, for example a time-based or tag-based revalidation. Use cache reasons to debug misses and improve your hit rate.Cache reasons appear for any response the CDN can cache, including ISR, Partial Prerendering, and functions that set a Cache-Control header with directives like stale-while-revalidate. Responses rendered dynamically on every request don't have a cache reason.Cache statusPossible reasonsMISSCold, Req

GLM 5.2 is 35% off via Novita on AI Gateway

2026-07-17T00:01:00+00:00

GLM 5.2 is 35% off on AI Gateway through July 24 when routed through Novita.To get the discounted rate, set the model to zai/glm-5.2 in the AI SDK and route requests through Novita:After July 24, the model stays available at standard provider rates with no markup.Try GLM 5.2 in the model playground. Read more

The Security Black Box Is Becoming a Liability

2026-07-17T00:00:00+00:00

The Security Black Box Is Becoming a Liability

Improvements to Cursor in Slack

2026-07-17T00:00:00+00:00

Cursor in Slack now shares a plan before it starts, runs in multi-repo environments, and can work across channels and threads.

Mapping the Beautiful Game: How the World Cup Reshapes U.S. Internet Traffic

2026-07-17T00:00:00+00:00

What can internet traffic tell us about World Cup fans? Fastly data reveals the teams and matches that captured attention across the U.S.

Optimized CDN caching and deploying of immutable static assets

2026-07-17T00:00:00+00:00

Vercel now reuses static files across deployments for frameworks that output content-addressed assets. It's zero-config: Vercel uses Framework-defined infrastructure to manage these immutable files alongside your code changes, handling the hard parts like hash collisions, file lifecycles, and efficient routing.This brings several benefits:Lower costs and improved cache hit rates — For frameworks using query-parameter-based Skew Protection (such as Next.js), we saw 17% fewer CDN requests and 24%

Vercel Plugin now available in Kimi Code CLI

2026-07-17T00:00:00+00:00

The Vercel Plugin is now available in the Kimi Code CLI.Kimi Code can now draw on Vercel platform knowledge on demand, with skills for Next.js, AI SDK, Vercel Functions, and more. The Vercel Plugin also helps Kimi Code stay up to date with the latest Vercel APIs and recommended patterns.To install it, upgrade to the latest Kimi Code CLI and select the Vercel Plugin from the Third-party section of the /plugin menu.Learn more in the Vercel Plugin documentation. Read more

Chat SDK adds native Slack agent support

2026-07-17T00:00:00+00:00

You can now build native Slack agents with Chat SDK's Slack adapter.The adapter supports the full Slack agent messaging experience, from agent conversations in the Messages tab to suggested prompts, rotating status messages, token-by-token streamed replies, and native feedback buttons.Here's what the adapter gives you:Suggested prompts, per thread: Pass a static payload or an async resolver that receives the thread context, including what the user is currently viewing under agent_view. Prompts a

TÉMISCOUATA HAUT EN COULEUR

2026-07-16T23:30:33+00:00

This project, initiated by the MRC of Témiscouata, highlights eight people from immigrant backgrounds who have chosen to put down roots in the region. I had the privilege of meeting them and creating portraits with them. In this series, I wanted to give an important place to the people being photographed in the construction of their own image. Each person was able to choose the place and the colour that best represented them, as well as the photograph in which they felt most themselves among th

Against "Stochastic Terrorism"

2026-07-16T22:18:00+00:00

...

Integrately vs. Zapier: Which is best? [2026]

2026-07-16T22:00:00+00:00

Most businesses sign up for an automation platform to fix a specific annoyance. There's only so much copy-paste work you can take before you finally reach the limits of your patience, search "Typeform to HubSpot automation," and find yourself researching whether Integrately or Zapier is the right fit. Integrately is an automation-only platform that's built for one-off workflows like this. But sooner or later, most businesses start asking more questions, like: "Can we filter leads before adding t

???? | IMP Packing Brand Identity Renewal

2026-07-16T19:30:13+00:00

IMP Packing has spent over five decades cultivating deep expertise in the tape industry, establishing production bases across Taiwan, China, and Vietnam to serve major markets in North America, Japan, and beyond. In an era of intensifying global competition and evolving customer demands, IMP faces a pivotal challenge: how to transform its profound manufacturing foundation into innovative services, evolving from a product manufacturer into a comprehensive solution provider for packaging needs.

Understanding Vault performance: Benchmarks from real-world workloads

2026-07-16T17:30:00+00:00

Discover how Vault Enterprise performs under real-world concurrency and payload sizes, with KV, SSH, and PKI benchmarks on HashiCorp Validated Designs.

Introducing tfpolicy: A declarative policy workflow built for Terraform

2026-07-16T16:00:00+00:00

Terraform policy brings HCL-based policy as code into Terraform, helping teams define and enforce governance policies with more lifecycle context.

Postman Live Sessions for Pair Debugging APIs

2026-07-16T16:00:00+00:00

Walk through Postman Live Sessions for real-time API pair debugging, onboarding new engineers, and partner integration walkthroughs. The post Postman Live Sessions for Pair Debugging APIs appeared first on Postman Blog .

Wormhole Characters

2026-07-16T15:00:33+00:00

Wormhole Characters

Detailing Lettering for Package Design

2026-07-16T11:00:11+00:00

Our design for the Filema Rodion traditional treats series visualizes the concept of filema (the act of offering). By utilizing white surfaces, the packaging allows the custom-designed traditional plates and their contents to take precedence. While the visual language of the plates draws inspiration from the heritage of Rhodes, the overall composition remains restrained, guiding the eye toward the product and the heartfelt gesture of offering.

Gauchos

2026-07-16T07:00:07+00:00

Gauchos

Workato vs. Zapier for large businesses: Which is best? [2026]

2026-07-16T05:00:00+00:00

Everyone has opinions about how to run a big meeting. Should the host run the show, or are participants free to jump in with questions or input when they feel like it? (And, if you're me, is this Zoom meeting even worthwhile unless it's just an excuse to meet everyone's dog on camera?) Enterprise automation is equally impacted by a business's approach to leadership and democratization. Every business owner has their own strong feelings about who should touch production systems. Workato and Zapi

Zapier vs. Gumloop: Which is best? [2026]

2026-07-16T04:00:00+00:00

AI agents are everywhere right now, and platforms like Gumloop are betting that enterprises want tools built specifically to design, launch, and manage agents. But here's the question: do you need a specialized app for agentic workflows, or a platform that integrates agents more broadly into your existing business processes? Most enterprises already use dozens of tools across departments, including CRMs, project management software, HR platforms, and communication apps. The real challenge isn't

Somalia National Pavilion ? La Biennale di Venezia 2026

2026-07-16T03:00:07+00:00

Somalia National Pavilion ? SADDEXLEEY The 61st International Art Exhibition ? La Biennale di Venezia marked a historic milestone with the opening of the first-ever Somalia National Pavilion. For SADDEXLEEY, featuring works by Ayan Farah, Asmaa Jama, and Warsan Shire, we developed a visual identity that translates the exhibition's themes into a contemporary graphic language while honoring Somalia's cultural heritage. The identity is built around typography and a restrained graphic system inspi

Six Slightly Skew Boogeymen

2026-07-16T00:55:28+00:00

...

The OAuth App Nobody Owns Anymore

2026-07-16T00:00:00+00:00

The OAuth App Nobody Owns Anymore

LLM Caching Strategies: Prompt Caching, Semantic Caching, and When to Use Each

2026-07-16T00:00:00+00:00

LLM Caching Strategies: Prompt Caching, Semantic Caching, and When to Use Each

The 9 Best AI Gateways for Enterprise AI Security in 2026

2026-07-16T00:00:00+00:00

The 9 Best AI Gateways for Enterprise AI Security in 2026

NeuralTrust vs. Solo.io agentgateway: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. Solo.io agentgateway: AI Gateway Comparison 2026

NeuralTrust vs. TrueFoundry: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. TrueFoundry: AI Gateway Comparison 2026

NeuralTrust vs. LiteLLM: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. LiteLLM: AI Gateway Comparison 2026

NeuralTrust vs. Kong: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. Kong: AI Gateway Comparison 2026

NeuralTrust vs. Portkey: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. Portkey: AI Gateway Comparison 2026

NeuralTrust vs. MLflow: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. MLflow: AI Gateway Comparison 2026

NeuralTrust vs. Apache APISIX: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. Apache APISIX: AI Gateway Comparison 2026

NeuralTrust vs. HAProxy: AI Gateway Comparison 2026

2026-07-16T00:00:00+00:00

NeuralTrust vs. HAProxy: AI Gateway Comparison 2026

Write utilization now available in ISR Observability

2026-07-16T00:00:00+00:00

The ISR Observability page now shows Observability Plus subscribers a write utilization metric, helping identify routes that regenerate often but receive few requests. Write utilization is the ratio of cached requests to ISR writes. For routes with low write utilization, consider increasing the revalidation interval or switching to on-demand revalidation to reduce costs.You can also compute write utilization using the Vercel CLI, or use agents with the cdn-caching skill to investigate.Learn more

Kimi K3 is now available on AI Gateway

2026-07-16T00:00:00+00:00

Kimi K3 from Moonshot AI is now available on AI Gateway.K3 is an open-source model with a 1M-token context window and native visual understanding, accepting text, image, and video inputs.Built for long-horizon software engineering, knowledge work, and deep reasoning, K3 is especially strong where code meets visual and spatial reasoning, which suits frontend, game development, and CAD workflows. Thinking mode is always on.To use Kimi K3, set model to moonshotai/kimi-k3 in the AI SDK:AI Gateway pr

Street photo XII

2026-07-15T22:31:07+00:00

Street photo XII

AI agent frameworks: Definition, comparison, and guide

2026-07-15T22:00:00+00:00

Over the last year, I've seen a shift in how teams talk about AI. Chatbots, once the center of attention, are no longer the primary focus. Instead, more businesses are moving toward autonomous AI systems. AI agents are what you reach for when you want a system that can break down a task, make decisions, interact with tools, and learn from its mistakes (unlike me). Designing and integrating these complex systems with external tools isn't straightforward. AI agent frameworks, which offer pre-built

Godby Hotel & Nightbird

2026-07-15T18:01:03+00:00

Housed within Melbourne's former South Yarra railway station, Godby Hotel reimagines a historic landmark as a destination with two distinct personalities. Centred around the charming muse of Godby and the hidden allure of Nightbird, the brand transforms from warm and welcoming by day to intimate and atmospheric by night. Through a richly layered identity spanning illustration, signage, digital and environmental design, every touchpoint contributes to a timeless hospitality experience built for d

How to Use QR Codes in Real Estate to Reach More Buyers

2026-07-15T17:03:23+00:00

See how realtors use QR Codes to promote listings, capture leads, and track scans. Get real estate QR Code ideas, examples, and best practices for 2026.

Blue Mountains ????

2026-07-15T14:00:13+00:00

Blue Mountains ????

AI Chip Regulation Is Not A Dystopian Surveillance State

2026-07-15T10:19:35+00:00

...

HKU Architecture Degree Show 2026

2026-07-15T10:00:09+00:00

The Degree Shows of Department of Architecture and Division of Landscape Architecture, The University of Hong Kong, were held in Knowles Building, from May to June 2026. The key visual this year is encapsulates the diversities and vibrancies showcased in the students' works, the visual simulates the co-creation processes by not limiting the key visual to be fixed in one form but 75 versions with the commonly shared constraints, demonstrating their energies and ambitions fresh from University. T

The 4 best read it later apps to save content in 2026

2026-07-15T07:30:00+00:00

Sometimes, during the work day, I stumble upon a really interesting but really long article that I don't have time to read at the moment. This is the moment read-it-later apps are built for. The idea: you can save the article, then get back to it later when you have time. I don't know how I lived before finding these kinds of apps, which I've been using for around 15 years. For this roundup, I considered over 20 read it later apps. After extensive testing, I can say that these are the four best

The 12 best proxy providers for web scraping in 2026

2026-07-15T06:50:00+00:00

Don't get blocked! Choose from the best residential, datacenter, mobile, and SERP proxy providers for web scraping.

Burning Man Themed Wands Tarot

2026-07-15T06:00:06+00:00

Tarot Wands design with Burning Man theme for Richard Chin

How Speechify serves 500,000 dynamic pages to 60 million users on Vercel

2026-07-15T04:00:00+00:00

Speechify on Vercel500,000+ pages served across 40+ languagesCut costs 50% by auto-scaling with Fluid computeZero user impact on bad deploys with Instant RollbacksSpeechify started as a tool for people with dyslexia. Cliff Weitzman, Founder & CEO, built it because reading was challenging and audio made it much easier. That initial use case led Speechify to tens of millions of users and an Apple Design Award for inclusion. The product has since grown into something much larger: an AI work platfor

SOOR - Brand Identity & Packaging Design

2026-07-15T02:00:14+00:00

SOOR is created for the younger generation living deep within the digital age. We not only care about eye health, but also aim to create a sense of sensory comfort and restoration amid fast-paced modern life through the imagery of "four-season nourishment." The design inspiration comes from the purest moments of hydration and renewal found in nature. We deconstruct the visual essence of the four seasons and transform them into minimalist abstract graphics, forming a calm and refined visual lang

The Most Dangerous Window Is Before the First Malicious Login

2026-07-15T00:00:00+00:00

The Most Dangerous Window Is Before the First Malicious Login

11 Best Agentic AI Security Solutions for Enterprise in 2026

2026-07-15T00:00:00+00:00

11 Best Agentic AI Security Solutions for Enterprise in 2026

Vercel Connect support in GitHub Tools

2026-07-15T00:00:00+00:00

GitHub Tools now has first-class support for Vercel Connect through the new @github-tools/sdk/connect subpath. Instead of storing a long-lived personal access token, your agent mints short-lived, scoped GitHub tokens at runtime from a connector. There is no secret to store, rotate, or leak.Attach a GitHub connector to your project and pick a preset:Scopes from presets: Presets such as code-review, issue-triage, and maintainer map to Connect scopes automatically, so tokens carry only the permissi

Faster, predictable project linking in the Vercel CLI

2026-07-15T00:00:00+00:00

The Vercel CLI now resolves your team before discovering projects, then searches for projects only in that team instead of sweeping every team you belong to. Linking is faster and more predictable, and every command that establishes a link (vercel link, deploy, pull, dev, and git connect) follows the same flow:Teams resolve from an explicit signal (such as --team, --scope, the scope field in vercel.json, or VERCEL_ORG_ID), if you only have one team, or from a searchable picker.Project suggestion

Inkling from Thinking Machines is now available on AI Gateway

2026-07-15T00:00:00+00:00

Inkling from Thinking Machines is now available on AI Gateway.Inkling is a broad generalist model, trained across agentic, reasoning, coding, instruction-following, factuality, vision, and audio tasks rather than optimized for a single domain. The model also supports controllable thinking effort.To use Inkling, set model to thinkingmachines/inkling in the AI SDK:AI Gateway provides a unified API for calling models, tracking usage and cost, and configuring retries, failover, and performance optim

Chat SDK adds Discord Components V2 support

2026-07-15T00:00:00+00:00

You can now send Discord bot messages with Components V2, an opt-in layout system that treats text, images, files, and buttons as flexible components you can arrange in any order.Set the adapter's contentFormat option to ComponentsV2 and cards render with native containers, sections, media galleries, separators, buttons, and string selects. Embeds remain the default, so existing bots work unchanged.Individual sections can carry their own actions, markdown renders correctly inside components, and

Vercel Workflows trace viewer now has a minimap

2026-07-15T00:00:00+00:00

The trace viewer for Vercel Workflows now has a minimap that shows the entire run in one view.Drag the viewport to pan, resize it to zoom, or drag across the minimap to select a new section. Click anywhere on the minimap to jump to that point, or scroll and use arrow keys to step through the run.The minimap is available in the trace viewer on Vercel and locally through the Workflow SDK with npx workflow@beta web. Learn more about Vercel Workflows and the Workflow SDK. Read more

WHITE POCKET ? Arizona, USA

2026-07-14T22:00:34+00:00

Abstract aerial studies of White Pocket in northern Arizona, where surreal sandstone formations create flowing layers, soft curves, and almost liquid-looking structures.

The 8 best data integration tools in 2026

2026-07-14T22:00:00+00:00

If you've ever had to hunt down an important email across one of your seven inboxes, you know the struggle of having information spread out between a bunch of unconnected systems. Ctrl+F can't save you when you aren't even sure where to start looking. Multiply that by hundreds of employees and dozens of systems, and things get real messy. Data integration tools take siloed data and un-silo it, uniting various data sources into a single master view. This means no more swapping between application

84% of companies have AI pilots that never reach deployment. Here's what's keeping them locked in limbo.

2026-07-14T22:00:00+00:00

Most companies don't have an AI ambition problem. If anything, it's the opposite. Give executives a new AI demo, and they'll find 47 potential use cases before lunch. Companies are spinning up pilots by the dozen, and that appetite is only growing. According to AI spending data, 86% of companies plan to increase their investment over the next 12 months. But deployment is a different story. More than a quarter of organizations (28%) have run over 100 AI pilots, yet only 13% have broadly deployed

How To Shorten a URL + Benefits, Use Cases & Examples

2026-07-14T19:26:16+00:00

This guide covers the essentials of URL shortening. Explore how it works, how to shorten links, and how to choose a tool that fits your tracking needs.

How to Make Sense of the World

2026-07-14T18:00:08+00:00

This is a selection of personal handmade prints; screen prints, riso prints, woodcut, and linocut. Selected for a small in-store exhibition. A crossroads where all these techniques start to influence each other, resulting in a brooding, dark summer night, tripping over folktales, stumbling into rabbit holes. Letting the material guide me and reflecting on my mind.

Postman Agent Mode Recipes for Common API Tasks

2026-07-14T16:30:00+00:00

Walk through Postman Agent Mode recipes for debugging auth, cleaning up collections, refreshing docs, and running compliance audits. The post Postman Agent Mode Recipes for Common API Tasks appeared first on Postman Blog .

????DIAOZUIYA???????? | Food packaging design

2026-07-14T14:00:07+00:00

????DIAOZUIYA???????? | Food packaging design

Alternative data for hedge funds: From raw web data to trading signals

2026-07-14T12:34:35+00:00

Learn how to turn public web data into hedge fund trading signals with Apify Actors.

Illustrations for The Ring Magazine

2026-07-14T10:00:10+00:00

Illustrations for The Ring Magazine

JOWELL Y RANDY X CHOCOTOY

2026-07-14T05:30:37+00:00

JOWELL & RANDY 3D Durante los últimos meses hemos acompañado a Randy y al dúo Jowell & Randy en la construcción de su universo visual. Todo comenzó con la conceptualización del logo Jowell & Randy 3D, desarrollando una identidad inspirada en la energía, el color y la personalidad que caracteriza su música. A partir de ahí creamos un sistema visual que evolucionó hacia merchandising, personajes, apparel, peluches, inflables, piezas promocionales, branding y experiencias. Trabajar en este proye

Meet the June 2026 Zappy Award monthly winners

2026-07-14T04:00:00+00:00

This month's three Zappy Award winners are turning scattered company knowledge into shared context that AI and humans can actually use. The strongest June Zappy Award submissions had the same shape: shared context. AI can only help with work it can see. When customer history lives in someone's head, when policy hides in a stale doc, when product knowledge is scattered across videos, help articles, and slide decks, AI has to guess, and a guessing AI is an unreliable one. Eric McNulty at Mercari,

What is an AI agent?

2026-07-14T04:00:00+00:00

When you think of AI agents, do you imagine a personal AI assistant like Tony Stark's Jarvis? Perhaps a calm-under-pressure TARS from Interstellar? Or, more on the scary spectrum, an amoral HAL 9000 straight out of 2001: A Space Odyssey? Current technology doesn't come close to that kind of science fiction (yet). But the field is evolving fast. What AI agents are capable of today looks nothing like it did even just a few months ago. Here's how AI agents actually work, what they can do right now

Gibberish Uncertainty

2026-07-14T01:30:13+00:00

Personal work Q2 2026

AI-Native Development Doesn't Stop at Code

2026-07-14T00:00:00+00:00

AI-Native Development Doesn't Stop at Code

AI Token Optimization: Complete Guide to Reducing LLM Costs

2026-07-14T00:00:00+00:00

AI Token Optimization: Complete Guide to Reducing LLM Costs

Prompt Compression: Cut Token Costs Without Losing Quality

2026-07-14T00:00:00+00:00

Prompt Compression: Cut Token Costs Without Losing Quality

MoQ in the Fast Lane

2026-07-14T00:00:00+00:00

What do Formula 1, drones, and live streaming have in common? In this guest post, MoQ co-creator Luke Curley explores how Media over QUIC is reshaping low-latency media delivery.

Vercel Plugin now available in VS Code and GitHub Copilot CLI

2026-07-14T00:00:00+00:00

The Vercel Plugin is now available in VS Code and the GitHub Copilot CLI.GitHub Copilot now has Vercel platform knowledge on demand, with skills for Next.js, AI SDK, Vercel Functions, and more. The Vercel plugin also helps Copilot stay up to date with the latest Vercel APIs and recommended patterns.To install it for Copilot Chat, search for @agentPlugins vercel in the Extensions panel in VS Code.To install it for the GitHub Copilot CLI, run npx plugins add vercel/vercel-plugin.Learn more in the

Vercel Blob now supports consistent reads on private storage

2026-07-14T00:00:00+00:00

Vercel Blob now supports consistent reads on private storage. Pass useCache: false to get() or presignUrl() for a read that reflects the latest write.A blob written to a fresh pathname has no existing cached entry, so reads reflect the latest write immediately. When you overwrite a blob at an existing pathname, readers might see the cached version for up to 60 seconds. When a read must reflect the latest write, like an agent's memory file, a session transcript, or a scheduled JSON report, pass u

Node.js 20 is being deprecated on October 1, 2026

2026-07-14T00:00:00+00:00

Following the Node.js 20 end of life on April 30, 2026, we are deprecating Node.js 20 for Builds and Functions on October 1, 2026.How can I see which of my projects are affected?You can see which of your projects are affected by this deprecation with:Will my existing deployments be affected?No, existing deployments with Serverless Functions will not be affected. Invocations to already-deployed functions will continue to work normally. Only new deployments will be affected.When will I no longer b

Endform joins the Vercel Marketplace

2026-07-14T00:00:00+00:00

Endform is now available on the Vercel Marketplace. It runs your Playwright tests in parallel, so your suite finishes in the time of your slowest test.Key capabilities:Run every test on its own isolated machine, so they don't interfereBring your existing Playwright tests with no config changesGet a pass/fail check on every production and preview deployment, linked to full traces in the Endform dashboardSpot flaky tests by tracking results across historical runsPay only for the test runtime you u

AgentMail joins the Vercel Marketplace

2026-07-14T00:00:00+00:00

You can now provision and manage AgentMail directly from the Vercel Marketplace. Your AI agents can send, receive, and respond to email from a real inbox. AgentMail handles the mail servers and deliverability.Key capabilities:Provision inboxes and custom domains through the APIHandle threads, attachments, and deliverability out of the boxTrigger agentic workflows using webhooks and WebSocketsInstall AgentMail on the Vercel Marketplace or with the Vercel CLI: Read more

Building with weather data: Meteorology basics for developers

2026-07-14T00:00:00+00:00

Building with weather data: Meteorology basics for developers

AWS ElastiCache Pricing Explained (2026): Full Cost Breakdown with Examples

2026-07-14T00:00:00+00:00

AWS ElastiCache Pricing breakdown for 2026 - with example use cases and their cost, including Valkey, Redis OSS and Memcached Pricing

Chat SDK adds X adapter support

2026-07-14T00:00:00+00:00

Chat SDK now supports X, extending its single-codebase approach to Slack, Discord, GitHub, Teams, Telegram, and WhatsApp with the new X adapter.Teams can build bots that reply to public mentions and hold direct message conversations through the X API v2 and the X Activity API. The adapter handles CRC verification and webhook signature checks automatically and can manage OAuth token refresh for long-running bots.Likes are the only supported reaction, and responses post once on completion since X

Histoire d'un aller et retour

2026-07-13T21:01:10+00:00

En France dans le département des Cotes d'Armor, un site spectaculaire mêlant nature et tradition

Why API Governance Programs Break Down, and What the Successful Ones Do Differently

2026-07-13T19:30:48+00:00

If you have run an API governance program, you already know it can fall apart. What surprises people is how predictably it... The post Why API Governance Programs Break Down, and What the Successful Ones Do Differently appeared first on Postman Blog .

12 Common Reasons Your QR Code Isn't Working (and How to Fix Them)

2026-07-13T17:28:21+00:00

QR Code not working? Here are 12 common reasons your QR Code won't scan and step-by-step fixes for iPhone, Android, and print codes.

SooKó

2026-07-13T17:00:17+00:00

??????????????????????????????????????????????????

How to turn Reddit upvotes into AI training data

2026-07-13T14:06:59+00:00

Extract Reddit posts and comments with upvote counts, categorize reaction types, and store the data with embeddings in Supabase for fine-tuning or retrieval.

Open Thread 442

2026-07-13T08:25:48+00:00

...

Open-weight models surge to 29% of volume, price per token flattens

2026-07-13T07:00:00+00:00

AI Gateway Production Index — July 2026 Every month, AI Gateway routes tens of trillions of tokens between production applications and AI labs, giving us a view of what AI usage actually looks like in today’s enterprise. We publish that view here. See the Production Index reports published in May and June.July 2026 summaryThe July index reports on AI Gateway data collected in June 2026. AI Gateway token volume grew 29% month over month and spend grew 27%. The price per token was flat after risin

Preparing for the post-quantum era: Discover and prioritize now

2026-07-13T07:00:00+00:00

As organizations prepare for the post-quantum era, it may seem natural to immediately dive into quantum-safe cryptography migration efforts.

How to find job listings and analyze them with AI

2026-07-13T06:30:00+00:00

Scrape Indeed, LinkedIn, and Glassdoor job posts with Apify, then use AI and n8n to turn them into weekly competitor intelligence signals

Zapier vs. Power Automate: Which is best? [2026]

2026-07-13T05:00:00+00:00

If your business uses Microsoft 365, you already have access to Power Automate. It's a capable automation platform that integrates deeply with Teams, SharePoint, Dynamics, and the rest of Microsoft's ecosystem. For Microsoft-to-Microsoft workflows, it's a smart place to start. But most enterprises have a substantial portion of their tech stack spread across multiple vendors. While Power Automate offers modest support for outside apps, Zapier works natively across whatever combination of apps you

Pipedream vs. Zapier: Which is best? [2026]

2026-07-13T05:00:00+00:00

"Developer-friendly" sounds like a good thing, and for the most part it is. But there's also an unspoken subtext: "business-team-unfriendly." Automation tools that put developers first can offer greater flexibility and customization, but it often comes at the expense of usability for nontechnical users. If you're trying to scale AI and automation quickly across your organization, there's a real opportunity cost at play when only developers can build workflows and agents. Pipedream—which was acqu

The Login That Doesn't Look Like Phishing

2026-07-13T00:00:00+00:00

The Login That Doesn't Look Like Phishing

Microsoft + Abnormal: The Case for Third-Party SEG Just Got a Lot Harder to Make

2026-07-13T00:00:00+00:00

Microsoft + Abnormal: The Case for Third-Party SEG Just Got a Lot Harder to Make

Optimizing Compute for Agentic Systems With New Request Handoff Functionality

2026-07-13T00:00:00+00:00

Optimize long-running backend requests with Fastly's new request handoff feature in our Rust SDK, boosting throughput for AI agents and complex workloads.

No More Draws: What the World Cup's Knockout Rounds Reveal About Viewership

2026-07-13T00:00:00+00:00

What happens when every World Cup match is win-or-go-home? Fastly's global traffic data reveals how extra time, penalty shootouts, and late drama reshape live viewing behavior.

Agent Runs now show subagent activity on eve projects

2026-07-13T00:00:00+00:00

You can now inspect subagent activity for eve projects in Agent Runs. The new Subagents tab shows every subagent, organized by which turn started it. Each row shows the prompt, duration, and any failures, all on a shared timeline.Click any subagent to open its run. The tab shows the same details as a parent run: turns, tool calls, metadata, cost, and token usage.Open Agent Runs to try it, or read the documentation to learn more. Read more

Configure which sources can create deployments with Deployment Policies

2026-07-13T00:00:00+00:00

Deployment Policies are now available and enable teams to restrict which mechanisms, organizations, and repositories are allowed to create deployments.Each policy can be configured per environment at the team and project level, allowing flexible combinations of rules.Learn more about Deployment Policies. Read more

Manage Vercel Flags targeting rules from the CLI

2026-07-13T00:00:00+00:00

You can now manage targeting rules for Vercel Flags through the Vercel CLI. With the vercel flags rules command, you and your agents can add new rules, move existing ones, and inspect the current ordering without leaving your terminal.Rules you create from the CLI use the same model as the dashboard. Conditions can target entities or reusable segments, outcomes can serve a single variant, a weighted split, or a progressive rollout, and rules evaluate top to bottom. For scripts and agents, vercel

AI Gateway leaderboards, now with open data and shareable charts

2026-07-13T00:00:00+00:00

The AI Gateway leaderboards show how AI is used in production. They rank the models, labs, apps, and providers running on AI Gateway by production traffic, aggregated daily across trillions of tokens, so you can see what gets adopted and how that changes over time.You can now share any chart as an image and download or query the data behind every ranking. For deeper analysis, see the July AI Production Index.What's rankedThere are four leaderboards, each with its own metrics:LeaderboardRanksMetr

Web Analytics and Speed Insights are now more cost-efficient

2026-07-13T00:00:00+00:00

Web Analytics and Speed Insights are now almost 10% more cost-efficient for all Pro and Enterprise teams.Infrastructure and event-processing improvements reduced cost across both products, so page views, referrers, top routes, and Core Web Vitals are now processed more efficiently, and savings scale with your event volume. The change applies automatically, with no configuration, plan changes, or code to update. You'll see the change reflected on your next bill.Learn more in the Web Analytics an

WUTHERING HEIGHTS

2026-07-11T10:30:11+00:00

Illustrations inspired by Wuthering Heights (2026), written and directed by Emerald Fennell.

INDEX Power

2026-07-11T06:30:09+00:00

Alongside unprecedented development, recent exponential technological advances have also led to greater political and social fragmentation, the flourishing of extremism and economic inequality, massive algorithmic surveillance and, inevitably, the progressive redefinition of power relations, reconfiguring the concept of sovereignty, now hostage to the omnipresent technological giants. This will be the theme for a new edition of the INDEX biennial in Braga, from 7 to 17 May 2026, proposing a broa

Kwangho Shin, Drawing

2026-07-11T02:30:08+00:00

Kwangho Shin, Drawing

Seedream 5.0 Pro is now available on AI Gateway

2026-07-11T00:00:00+00:00

Seedream 5.0 Pro is now available on AI Gateway.Seedream 5.0 Pro is an image generation and editing model. It generates images from text, rendering text without spelling errors and following typographic rules, and produces dense infographics with charts, timelines, and layouts alongside realistic imagery.To use Seedream 5.0 Pro, set model to bytedance/seedream-5.0-pro in the AI SDK:AI Gateway provides a unified API for calling models, tracking usage and cost, and configuring retries, failover, a

Nearness

2026-07-10T22:30:06+00:00

We come to the shore carrying our distances. Here, bodies move closer, drift apart, touch, wait, and watch. Small gestures become visible. A hand resting on a shoulder. Two figures facing the same horizon. The quiet space between people who know each other, and those who do not. Perhaps the sea does not bring us together. Perhaps it simply reveals what already exists between us.

From First Click to Final Sale: Shopify Is Now Inside Bitly

2026-07-10T19:44:37+00:00

The Bitly and Shopify integration shows your orders, sales, and conversion rates inside Bitly. No more switching tools to see results.

Mixtape Work #2

2026-07-10T18:30:21+00:00

A curated compilation of works created between 2024 and 2026, marking a significant turning point in my artistic journey. During this period, I began refining my visual language by embracing a more intentional color palette and simplifying my compositions. Rather than adding more elements, I focused on clarity, stronger storytelling, and creating space for each character and idea to breathe. These works represent a process of reflection, experimentation, and growth. Looking back, I see them as e

What’s new in Postman: Secrets management built in

2026-07-10T16:23:28+00:00

Postman now detects and vaults API secrets automatically at runtime. Learn how Local Secrets Protection, Shared Vault, and Secrets Resolution keep your credentials safe. The post What’s new in Postman: Secrets management built in appeared first on Postman Blog .

Traces now support Tree and Waterfall views

2026-07-10T15:40:00+00:00

Traces in Vercel Logs now support Tree and Waterfall views. See span hierarchy, critical path, and timing without leaving the log entry.The Tree view groups spans by parent and child. On load, spans are sorted by duration so the slowest appear first.The Waterfall view places every span on one chronological axis, showing what ran in parallel and where time was lost.Read the Tracing documentation to learn more. Read more

UNNI

2026-07-10T14:30:10+00:00

Launched in 2015, Gangnam Unni has become an essential information platform that helps customers make informed decisions by addressing the information imbalance in the aesthetic medical market. Leveraging Korea's overwhelming achievements in aesthetic medical technology and services, it has rapidly grown in Japan and is expanding to more countries, including Thailand and the United States, as a global platform. Gangnam Unni began a global rebranding project to establish its identity as a specia

Announcing the public beta of Vault Kubernetes key management

2026-07-10T14:00:00+00:00

Announcing the public beta of Vault Kubernetes key management, enabling Kubernetes to use Vault Enterprise as a KMS provider for etcd encryption.

Serverless Background Jobs and Message Queues in 2026: Major Options Compared

2026-07-10T13:00:00+00:00

Every major way to run background jobs, message queues, and scheduled tasks from a serverless app in 2026: QStash, Inngest, Trigger.dev, Google Cloud Tasks, AWS SQS and SNS, Cloudflare Queues, and Vercel Cron, compared on HTTP delivery, retries, dead-letter queues, delays, cron, and price.

How to collect hotel data from Booking.com

2026-07-10T13:00:00+00:00

Learn how to get hotel data from any listing on Booking.com, without code.

Get more people to use your Actor with task examples

2026-07-10T12:20:35+00:00

Publishing task examples doubled my Actor's organic traffic and grew search impressions 10x in a month. Here's how to do the same for yours.

Snippet

2026-07-10T10:59:13+00:00

Lightweight inline code display for terminal commands and short code references.

Schema Display

2026-07-10T10:59:13+00:00

Display REST API endpoint documentation with parameters, request/response bodies.

Sandbox

2026-07-10T10:59:13+00:00

A collapsible container for displaying AI-generated code and output in chat interfaces.

Package Info

2026-07-10T10:59:13+00:00

Display dependency information and version changes.

JSX Preview

2026-07-10T10:59:13+00:00

A component that dynamically renders JSX strings with streaming support for AI-generated UI.

File Tree

2026-07-10T10:59:13+00:00

Display hierarchical file and folder structure with expand/collapse functionality.

Environment Variables

2026-07-10T10:59:13+00:00

Display environment variables with masking and copy functionality.

Commit

2026-07-10T10:59:13+00:00

Display commit information with hash, message, author, and file changes.

Code Block

2026-07-10T10:59:13+00:00

Provides syntax highlighting, line numbers, and copy to clipboard functionality for code blocks.

Artifact

2026-07-10T10:59:13+00:00

A container component for displaying generated content like code, documents, or other outputs with built-in actions.

Agent

2026-07-10T10:59:13+00:00

A composable component for displaying AI agent configuration with model, instructions, tools, and output schema.

Tool

2026-07-10T10:59:13+00:00

A collapsible component for displaying tool invocation details in AI chatbot interfaces.

Task

2026-07-10T10:59:13+00:00

A collapsible task list component for displaying AI workflow progress, with status indicators and optional descriptions.

Suggestion

2026-07-10T10:59:13+00:00

A suggestion component that displays a horizontal row of clickable suggestions for user interaction.

Sources

2026-07-10T10:59:13+00:00

A component that allows a user to view the sources or citations used to generate a response.

Shimmer

2026-07-10T10:59:13+00:00

An animated text shimmer component for creating eye-catching loading states and progressive reveal effects.

Reasoning

2026-07-10T10:59:13+00:00

A collapsible component that displays AI reasoning content, automatically opening during streaming and closing when finished.

Queue

2026-07-10T10:59:13+00:00

A comprehensive queue component system for displaying message lists, todos, and collapsible task sections in AI applications.

Prompt Input

2026-07-10T10:59:13+00:00

Allows a user to send a message with file attachments to a large language model. It includes a textarea, file upload capabilities, a submit button, and a dropdown for selecting the model.

Plan

2026-07-10T10:59:13+00:00

A collapsible plan component for displaying AI-generated execution plans with streaming support and shimmer animations.

Model Selector

2026-07-10T10:59:13+00:00

A searchable command palette for selecting AI models in your chat interface.

Message

2026-07-10T10:59:13+00:00

A comprehensive suite of components for displaying chat messages, including message rendering, branching, actions, and markdown responses.

Inline Citation

2026-07-10T10:59:13+00:00

A hoverable citation component that displays source information and quotes inline with text, perfect for AI-generated content with references.

Conversation

2026-07-10T10:59:13+00:00

Wraps messages and automatically scrolls to the bottom. Also includes a scroll button that appears when not at the bottom.

Context

2026-07-10T10:59:13+00:00

A compound component system for displaying AI model context window usage, token consumption, and cost estimation.

Confirmation

2026-07-10T10:59:13+00:00

An alert-based component for managing tool execution approval workflows with request, accept, and reject states.

Checkpoint

2026-07-10T10:59:13+00:00

A simple component for marking conversation history points and restoring the chat to a previous state.

Chain of Thought

2026-07-10T10:59:13+00:00

A collapsible component that visualizes AI reasoning steps with support for search results, images, and step-by-step progress indicators.

Attachments

2026-07-10T10:59:13+00:00

A flexible, composable attachment component for displaying files, images, videos, audio, and source documents.

The Vercel AI Frontend Stack

2026-07-10T10:59:13+00:00

How AI Gateway, AI SDK, and AI Elements work together.

Usage

2026-07-10T10:59:13+00:00

Learn how to use AI Elements components in your application.

Troubleshooting

2026-07-10T10:59:13+00:00

What to do if you run into issues with AI Elements.

Skill

2026-07-10T10:59:13+00:00

Enhance your AI coding agent with knowledge about AI Elements.

Setup

2026-07-10T10:59:13+00:00

Get AI Elements installed and running in your project.

Philosophy

2026-07-10T10:59:13+00:00

The principles that guide AI Elements design and development.

New Components

2026-07-10T10:59:13+00:00

Guidelines for proposing and building new AI Elements components.

Introduction

2026-07-10T10:59:13+00:00

What is AI Elements and why you should use it.

How to Contribute

2026-07-10T10:59:13+00:00

Learn how to contribute to AI Elements.

Community

2026-07-10T10:59:13+00:00

Join the AI Elements community and help shape the future of AI interfaces.

Benefits

2026-07-10T10:59:13+00:00

Why AI Elements is the best choice for building AI chat interfaces.

How I built an Apify Actor that turns YouTube videos into PDFs

2026-07-10T10:24:27+00:00

Turn any captioned YouTube video into a searchable PDF: transcript, thumbnail, metadata, no API key. Here's how it came together, bugs and all.

Typeface | ????

2026-07-10T10:01:28+00:00

Typeface | ????

GrowthBook

2026-07-10T09:50:04+00:00

Use GrowthBook with the Flags SDK

GO FeatureFlag

2026-07-10T09:50:04+00:00

Use GO FeatureFlag with the Flags SDK

Flipt

2026-07-10T09:50:04+00:00

Use Flipt with the Flags SDK

flagd

2026-07-10T09:50:04+00:00

Use flagd with the Flags SDK

FeatBit

2026-07-10T09:50:04+00:00

Use FeatBit with the Flags SDK

DevCycle

2026-07-10T09:50:04+00:00

Use DevCycle with the Flags SDK

ConfigCat

2026-07-10T09:50:04+00:00

Use ConfigCat with the Flags SDK

Confidence by Spotify

2026-07-10T09:50:04+00:00

Use Confidence by Spotify with the Flags SDK

CloudBees

2026-07-10T09:50:04+00:00

Use CloudBees with the Flags SDK

AB Tasty

2026-07-10T09:50:04+00:00

Use AB Tasty with the Flags SDK

Precompute

2026-07-10T09:50:04+00:00

Using the precompute pattern in SvelteKit

Quickstart

2026-07-10T09:50:04+00:00

Using the Flags SDK in SvelteKit

Evaluation Context

2026-07-10T09:50:04+00:00

Segment by any criteria, using an evaluation context

Precompute

2026-07-10T09:50:04+00:00

Using the precompute pattern in Next.js

Quickstart

2026-07-10T09:50:04+00:00

Learn how to start using the Flags SDK in your Next.js project.

Evaluation Context

2026-07-10T09:50:04+00:00

Segment by any criteria, using an evaluation context.

Dedupe

2026-07-10T09:50:04+00:00

Prevent duplicate work by deduplicating function calls.

Bulk Evaluation

2026-07-10T09:50:04+00:00

Evaluate multiple feature flags at once with evaluate().

flags/sveltekit

2026-07-10T09:50:04+00:00

APIs for working with feature flags in SvelteKit.

flags/next

2026-07-10T09:50:04+00:00

APIs for working with feature flags in Next.js.

flags/react

2026-07-10T09:50:04+00:00

APIs for working with feature flags in React.

flags

2026-07-10T09:50:04+00:00

The `flags` package provides the core functionality for integrating with Vercel.

Vercel Flags

2026-07-10T09:50:04+00:00

Vercel Flags

Statsig

2026-07-10T09:50:04+00:00

Statsig

Split

2026-07-10T09:50:04+00:00

Split

Reflag

2026-07-10T09:50:04+00:00

Reflag

PostHog

2026-07-10T09:50:04+00:00

PostHog

Optimizely

2026-07-10T09:50:04+00:00

Optimizely

LaunchDarkly

2026-07-10T09:50:04+00:00

LaunchDarkly

Providers

2026-07-10T09:50:04+00:00

Combine your feature flag provider with the Flags SDK using an adapter.

Hypertune

2026-07-10T09:50:04+00:00

Hypertune

GrowthBook

2026-07-10T09:50:04+00:00

GrowthBook

Flagsmith

2026-07-10T09:50:04+00:00

Flagsmith

Edge Config

2026-07-10T09:50:04+00:00

Edge Config

Custom Adapters

2026-07-10T09:50:04+00:00

Integrate any feature flag provider with the Flags SDK using a custom adapter.

Server-side vs Client-side

2026-07-10T09:50:04+00:00

Server-side vs Client-side

Precompute

2026-07-10T09:50:04+00:00

Precomputing describes a pattern where Routing Middleware uses feature flags to decide which variant of a page to show. This allows you to keep the page itself static, which leads to low latency globally as the page can be served from the CDN.

Flags as Code

2026-07-10T09:50:04+00:00

Flags as Code

Evaluation Context

2026-07-10T09:50:04+00:00

Segment by any criteria, using an evaluation context.

Data Locality

2026-07-10T09:50:04+00:00

Data Locality

AI agents for marketing: What they are, benefits, and examples

2026-07-10T04:00:00+00:00

I've always wanted a little robot helper of my own. Not the kind that automatically vacuums your floor and terrifies your dog. More like the one from Bicentennial Man (without the existential crisis and tears). That's what AI agents are: software teammates that can figure out and execute the steps needed to achieve a task—and talk to each other while they're at it. For marketers juggling campaigns, copy, and analytics across a dozen tools, AI agents for marketing are shifting how work gets done

The best predictive analytics software in 2026

2026-07-10T04:00:00+00:00

You could argue that pretty much all analytics are meant to be predictive. Isn't the point of analyzing past performance, on some level, to project future performance? (I guess you could just be nostalgic for the metrics underlying your favorite past fiscal quarter.) As a dedicated tool class, however, predictive analytics software helps analysts of all kinds see what past data says about the future. While tools like these can't tell you what will happen, they can tell you what massive amounts o

OpenAI models: Every model (including GPT-5.6) and what it's best for

2026-07-10T04:00:00+00:00

Keeping track of all the new AI models getting released at the moment is practically a full-time job. The most recent model, GPT-5.6, was released less than three months after GPT 5.5, which itself was released two months after GPT-5.4. I've been writing about OpenAI's models for the past few years, and it feels like every time I publish an article, another new model drops. OpenAI is one of the worst offenders (or prolific innovators), and things aren't helped by how confusing all the OpenAI mod

How to Shorten Your Spotify Links for More Clicks and Shares

2026-07-10T03:29:55+00:00

Learn how to shorten Spotify links for Instagram, social media, and more. Step-by-step guide to creating branded, trackable Spotify short URLs with Bitly.

How to Scan a QR Code From a Picture in 2026

2026-07-10T03:10:02+00:00

Learn how to scan a QR Code from a picture on iPhone, Android, or desktop. Step-by-step instructions for scanning saved images, screenshots, and photos.

Instagram Short URL: How to Shorten Instagram Links | Bitly

2026-07-10T03:01:54+00:00

Learn how to shorten Instagram links for your bio, stories, and posts. Create branded short URLs that drive clicks and track engagement with Bitly.

How To Use a LinkedIn Link Shortener To Drive Engagement

2026-07-10T02:47:08+00:00

Learn how to use a LinkedIn link shortener to boost engagement, build trust, and track clicks. Step-by-step guide with tips for 2026.

Best Free Apps To Get Instagram Followers in 2026

2026-07-10T02:21:36+00:00

Discover the best free apps to grow your Instagram followers in 2026. Compare tools for analytics, scheduling, content creation, and engagement tracking.

What is link management? A complete guide for marketing teams (2026)

2026-07-10T01:37:47+00:00

Learn what link management is, why it matters for marketing teams, and what features to look for. Discover how to organize, track, and optimize every link.

Clean Logs, Active Breach

2026-07-10T00:00:00+00:00

Clean Logs, Active Breach

The Hardest Part of ISPM Isn't Finding Misconfigurations

2026-07-10T00:00:00+00:00

The Hardest Part of ISPM Isn't Finding Misconfigurations

Side Chats and Conversation Search

2026-07-10T00:00:00+00:00

This release makes it easier to stay in flow with side chats that run alongside your main chat, the ability to search agent transcripts, and simplified project and repo pickers.

The best Salesforce automation tools in 2026

2026-07-09T22:00:00+00:00

My early days with Salesforce were a classic love-hate experience: loved its power, but resented the hours I lost to manual CSV juggling and frantic VLOOKUPs, always fearing a critical lead was gathering dust in some forgotten queue. Things really clicked when I stopped just using Salesforce and focused on making it work for me. It wasn't about some mythical magic button—those rarely exist in enterprise software. My goal was to pinpoint the real time sinks and systematically apply automation.

Introducing Plan A

2026-07-09T16:19:53+00:00

...

AI is ready. Your APIs probably aren’t.

2026-07-09T16:00:00+00:00

Postman achieved the AWS AI Competency in Agentic AI Tools, and that says as much about your APIs as it does about... The post AI is ready. Your APIs probably aren’t. appeared first on Postman Blog .

Introducing (c.ai) series: Studio-Made Microdramas on Character.ai

2026-07-09T12:55:47+00:00

Today, Character.ai is launching ( c.ai) series , a new Microdramas offering of original short-form, vertical series created by our in-house studio team. (c.ai) series is our first studio-led step into Character-driven video. Each show is built around memorable original Characters, designed for mobile

Building resiliency into Boundary session recording

2026-07-09T07:09:00+00:00

Build resilient, tamper-evident audit trails using Boundary session recording to ensure durable, verifiable capture of privileged activity despite failures.

How to automate ChatGPT (GPT-5.6 Sol, GPT-5.6 Terra, and more)

2026-07-09T07:00:00+00:00

In a livestream on July 9, OpenAI rolled out the red carpet for not one but three new models: Sol, Terra, and Luna. These celestial models mark three tiers within the GPT-5.6 generation, each built to cut down on how often you have to re-explain your context in ChatGPT. All three are available on Zapier, so you can connect them securely to the other apps you already use in Zap workflows (what we call automations). Below, I'll share some of the most popular ChatGPT automations, plus templates you

Prevent lock-in with AI model flexibility on Zapier

2026-07-09T05:00:00+00:00

Every AI provider comes with models of varying strengths. I'm a Claude stan because it just gets my writing style, but I'll often reach for Sonnet over the higher-tier models because its results are more consistent for me. And for some tasks, Claude's lineup doesn't cut it at all—when I need to process data at scale, for example, I might reach for Gemini. When I need a versatile generalist for classification or routing, GPT might be my pick. Other people across my team and at Zapier have altoget

Which AI models can you automate on Zapier? (GPT-5.6 Sol, Gemini 3.5 Flash, and more)

2026-07-09T05:00:00+00:00

New AI models launch practically every week, and keeping up with which ones to use for specific workflows is a job in itself. Consider this article your living reference. At Zapier, we run every model through AutomationBench. It's our benchmark for testing how well models carry out multi-step workflows, not just static prompts. Below, I'll walk through every major AI provider available on Zapier, the models you can plug into your Zap workflows today, and what each one is best for based on Zapier

Overview

2026-07-09T03:35:36+00:00

AI utilities that ship with Chat SDK — agent tools, message conversion, and supporting types.

AI SDK Tools

2026-07-09T03:35:36+00:00

Give an AI agent the ability to operate inside your workspace. Post messages, send DMs, react, edit, delete; all with built-in approval gates.

Streaming

2026-07-09T03:35:36+00:00

Stream real-time text responses from AI models and other async sources to chat platforms.

IoTorero joins Works with Home Assistant

2026-07-09T00:00:01+00:00

The Works with Home Assistant program powers up this month as we welcome our new partner, IoTorero ! 🎉 Experts in pre-flashed smart home hardware, IoTorero bring the very first ESPHome-ready smart plugs and relays to the program (and that’s not all). IoTorero enters the ring If you’ve spent any time browsing pre-flashed smart home tech online, there’s a good chance you’ve come across IoTorero. And if you haven’t, let us introduce you! Founded in 2020, the company (formerly Athom Technology) was

Your Access Review Answers the Wrong Question

2026-07-09T00:00:00+00:00

Your Access Review Answers the Wrong Question

OWASP Agentic AI Top 10: Every Risk Explained with Enterprise Mitigations

2026-07-09T00:00:00+00:00

OWASP Agentic AI Top 10: Every Risk Explained with Enterprise Mitigations

How to protect your MCP Server with Fastly

2026-07-09T00:00:00+00:00

Protect your AI infrastructure with Fastly. Learn how our MCP server security architecture mitigates OWASP and AI-specific threats while maintaining edge performance.

You can now deploy Lovable apps to Vercel

2026-07-09T00:00:00+00:00

Vercel now supports Lovable applications with zero configuration.To get started, sync your Lovable project to GitHub, then import the repository to Vercel. Vercel automatically detects the framework (TanStack Start) and deploys your app. Once connected, every change you make in Lovable syncs to GitHub and triggers a new deployment on Vercel.Lovable projects now use Nitro under the hood. Nitro is the universal server toolkit that powers zero-config deployments for TanStack Start and many other fr

Build logs now redact Sensitive Environment Variable values

2026-07-09T00:00:00+00:00

When an Environment Variable is marked Sensitive and has a value 32 characters or longer, Vercel now replaces it with [REDACTED] in the deployment's build logs.The Build Logs view also indicates when redaction happened, giving teams visibility into why output was masked without ever exposing the underlying value. When a value is redacted, Vercel logs the Environment Variable key, project, and deployment in the Activity Log, but never the value.Vercel also redacts selected system Environment Vari

Muse Spark 1.1 is now available on AI Gateway

2026-07-09T00:00:00+00:00

Muse Spark 1.1 from Meta is now available on AI Gateway.It is a multimodal reasoning model with a 1M token context window built for agentic tasks, accepting text, image, video, PDF, and audio inputs.Muse Spark 1.1 plans and orchestrates work across tools and services, operating as a main agent or as a subagent, and it works with new tools, MCP servers, and custom skills without examples. The model supports parallel tool calling, structured output, and built-in search with citations.To use Muse S

GPT 5.6 Sol, Luna, and Terra now available on AI Gateway

2026-07-09T00:00:00+00:00

GPT 5.6 is now available on AI Gateway in three models: Sol, Terra, and Luna.GPT 5.6 from OpenAI is now available on AI Gateway in a limited preview, across three models: Sol, Terra, and Luna. All three are stronger at agentic work across coding, biology, and cybersecurity, and are more token-efficient than the previous generation.Sol (openai/gpt-5.6-sol): the flagship, and the most capable of the three.Terra (openai/gpt-5.6-terra): a balanced model for everyday work, with performance comparable

The 6 best API integration platforms in 2026

2026-07-08T22:00:00+00:00

APIs have changed the world for the better. I can check the weather without getting out of bed, or cheat on my diet when the urge for a delivered burrito is just too strong. For consumers like me, the story is pretty clean: an API connects the dots, data transfers, something happens, and life gets a little easier. The enterprise side is a little messier. You probably have dozens of SaaS tools in your tech stack, each with its own data model and authentication quirks. Getting them all to play nic

The 6 best UiPath alternatives in 2026

2026-07-08T22:00:00+00:00

My house was built in the '70s, but sometimes I swear that means the 1870s. Whenever I have a problem with the fixtures, I can't just hire a general electrician—I need someone who knows how to work around the archaic, nonsensical infrastructure that infects my home. Ideally, without ripping my entire house apart. My specialized electrician is basically what UiPath does for a company's tech stack. It's built to work around the ancient infrastructure—the mainframes, the Citrix environments, the d

The 6 best MuleSoft alternatives in 2026

2026-07-08T22:00:00+00:00

My uncle bought himself some farmland and found a tractor guy. Not a general mechanic; a rural Einstein who has the knowledge, parts, and patience to service a tractor that predates the metric system. Every time that piece of metal makes a weird noise or just won't work right, it's off to the guy, where it will return (after a few weeks and a few hundred dollars later) good-as-new. MuleSoft is the tractor guy. It's a Salesforce-owned integration and API platform that's excellent for working with

How Qriton scaled election disinformation analysis to 2M records with Apify

2026-07-08T14:44:55+00:00

Inside the six-platform crawl that exposed coordinated influence around Armenia's 2026 election.

Your Book Review: The Book Of Abraham

2026-07-08T12:48:42+00:00

...

Vercel Agent: An agent you can let near production

2026-07-08T06:00:00+00:00

Today we're expanding Vercel Agent. It started by triaging alerts and reviewing your pull requests. Now it has a home in your dashboard, where it can investigate production, answer questions about your projects, and take action once you approve it.Because Vercel Agent is built into the platform that deploys and runs your app, when something changes in production, it's your first responder. It autonomously investigates your logs, metrics, and deployments, finds the root cause, and proposes a fix,

Zapier vs. ChatGPT: When to use each (or both) [2026]

2026-07-08T05:00:00+00:00

Comparing ChatGPT and Zapier might seem like comparing AI apples to automated oranges. But over the last couple of years, both platforms have picked up new agentic AI features, and now they share a lot of capabilities—and they combine into a delightful AI automation fruit juice. I've been using both tools every day for over three years, so I'm very keyed into the differences between the two, where each one shines, and how to run them together in ways that cut your token spend and make it safer f

The 9 best email apps to manage your inbox in 2026

2026-07-08T04:00:00+00:00

The past few years have shown that email isn't going anywhere, no matter how much your workplace uses Slack, Teams, and other remote work tools—and AI isn't coming to save us. In fact, email apps seem to have gotten better. What were once niche features you had to pay for, like scheduling emails to send later or turning them into reminders in your inbox, are now available in almost every email app, even the default ones and web apps. And that's before you even consider all the new AI-powered fea

A look inside my vibe coding portfolio

2026-07-08T04:00:00+00:00

If you'd asked me a year ago whether I could turn my barely-there coding knowledge into fully functional apps, internal tools, and custom widgets without hiring a developer, I would've smiled politely and quietly choked on my LaCroix. But since early 2025, I've been vibe coding my way to actual tools. The code is minimal, the confidence is unearned, and the results are surprisingly functional. Here, I'll show you the apps I built, the tools I used to build them, and how they actually work—in the

The Password Reset Flow Is the Identity System's Blind Spot

2026-07-08T00:00:00+00:00

The Password Reset Flow Is the Identity System's Blind Spot

The Complete Guide to AI Agent Security for Enterprises (2026)

2026-07-08T00:00:00+00:00

The Complete Guide to AI Agent Security for Enterprises (2026)

Introducing Grok 4.5

2026-07-08T00:00:00+00:00

Introducing Grok 4.5

Fastly Joins DIMPACT to Collaborate on Digital Sustainability

2026-07-08T00:00:00+00:00

Fastly joins DIMPACT to help streaming and publishing companies accurately measure and reduce their digital carbon footprints through sustainable edge innovation.

Grok 4.5 now available on AI Gateway

2026-07-08T00:00:00+00:00

Grok 4.5 from SpaceXAI is now available on AI Gateway.Built for coding, knowledge work, and STEM, the model accepts text and image inputs.Grok 4.5 supports low, medium, and high reasoning levels and defaults to high. Set the level with reasoning to balance speed against depth.To use Grok 4.5, set model to xai/grok-4.5 in the AI SDK:AI Gateway provides a unified API for calling models, tracking usage and cost, and configuring retries, failover, and performance optimizations for higher-than-provid

Vercel Microfrontends checks for missing configuration

2026-07-08T00:00:00+00:00

The Microfrontends Config Present deployment check prevents broken production routing by blocking any default app deployment that is missing its microfrontends.json. This appears alongside other Native Deployment Checks, such as lint and typecheck. The check is blocking by default for eligible apps, with no opt-in required. Eligible apps are projects enrolled in Vercel Microfrontends and designated as the default app in a Microfrontends group. If microfrontends.json is missing from the deploymen

Update Project Settings from the Vercel CLI

2026-07-08T00:00:00+00:00

You can now update a project's framework preset and build settings directly from the CLI, without opening the dashboard.Run vercel project update from a linked project, or pass a project name directly:Settings can also be returned to automatic detection instead of an explicit override:For automation or further inspection, return the result as JSON:JSON output includes whether anything changed, the list of changed settings, the project ID and name, and the requested settings. Output is written to

Flags SDK now evaluates flags 10x faster

2026-07-08T00:00:00+00:00

Flags SDK and Vercel Flags now evaluate multiple feature flags in bulk around 10x faster. Flag evaluation time improved by reducing microtask queue overhead and creating fewer promises. The improvement scales with the number of flags.Use await evaluate([flagA, flagB]) instead of Promise.all([flagA(), flagB()]) to benefit from these optimizations:You can also pass an object to evaluate flags with named keysprecompute() automatically benefits from these improvements as well.Upgrade flags and @flag

Chat SDK adds Photon support

2026-07-08T00:00:00+00:00

Chat SDK now supports Photon with the new vendor-official adapter.Build bots that send and receive iMessages directly and in group chats, share media, and react with native tapbacks. Run the adapter against Spectrum Cloud, your own server, or directly on a Mac.Each Photon conversation becomes a Chat SDK thread, and tapbacks come through as reactions. Handlers, posts, and subscriptions work the same as with any other adapter. Webhooks are HMAC-verified, and your bot can reply to a DM straight fro

Chat SDK adds Dial support

2026-07-08T00:00:00+00:00

Chat SDK now supports Dial with the new vendor-official adapter.Build bots that send and receive SMS, MMS, and iMessage on a real phone number, with bidirectional media and inbound voice-call transcripts. Replies use the standard Chat SDK thread and message APIs, with HMAC-verified webhooks and stable per-conversation threading.Each phone conversation becomes a Chat SDK thread. Texts and media arrive as messages on that thread, and when a voice call ends, its transcript appears there too. Subscr

Chat SDK now supports Vercel Connect

2026-07-08T00:00:00+00:00

You can now use Vercel Connect to manage credentials for your Chat SDK bots, with no tokens or signing secrets to store or rotate yourself.The new @vercel/connect/chat subpath provides adapter helpers for Slack, GitHub, and Linear. Each helper takes a connector UID and returns a config you spread into the matching adapter factory.Outbound bot calls use a function-form token field backed by getToken, so each API request gets a fresh, short-lived token that Vercel Connect rotates for you.Inbound t

Use any Chat SDK adapter with eve

2026-07-08T00:00:00+00:00

eve now supports Chat SDK adapters with the new Chat SDK channel.One channel connects your eve agent to Facebook Messenger, WhatsApp, Resend, Liveblocks, and any other surface with an adapter. You write normal Chat SDK handler code, and calling send inside a handler hands the message to your agent.Register handlers on bot exactly as you would in a standalone Chat SDK app.Out of the box, the channel:Mounts a webhook route for each adapter (e.g., /eve/v1/chat/slack)Shows a typing indicator while a

We Gave Two AI Agents the Same API Spec Drift Problem. The Difference Was Context.

2026-07-07T23:00:00+00:00

Two AI agents fixed the same API drift in opposite directions. See why API context — not code context alone — drives correct engineering decisions. The post We Gave Two AI Agents the Same API Spec Drift Problem. The Difference Was Context. appeared first on Postman Blog .

Paragon vs. Zapier: Which is best for your business? [2026]

2026-07-07T22:00:00+00:00

In the 1999 cult classic Office Space, three employees take an error-prone office printer outside and smash it to pieces with a bat. I can relate. My last printer—may it rest in pieces—was so unreliable that I occasionally drove to the print shop to avoid dealing with its endless excuses. Its go-to error was the classic "nonexistent paper jam," but occasionally, to mix things up, it sent me on a wild goose chase to find a new device driver, or refused to print black-and-white documents due to a

Streamline identity lifecycle management on HCP with SCIM provisioning

2026-07-07T15:00:00+00:00

New HCP SCIM provisioning automates user and group lifecycle management from your identity provider to reduce admin overhead and improve secure, consistent access.

Thread

2026-07-07T13:04:48+00:00

Represents a conversation thread with methods for posting, subscribing, and state management.

PostableMessage

2026-07-07T13:04:48+00:00

The union type accepted by thread.post() for sending messages.

Modals

2026-07-07T13:04:48+00:00

Modal form components for collecting user input.

Message

2026-07-07T13:04:48+00:00

Normalized message format with text, AST, author, and metadata.

Markdown

2026-07-07T13:04:48+00:00

AST builder functions and utilities for programmatic message formatting.

Overview

2026-07-07T13:04:48+00:00

API reference for the Chat SDK core package.

Chat

2026-07-07T13:04:48+00:00

The main entry point for creating a multi-platform chat bot.

Channel

2026-07-07T13:04:48+00:00

Channel container that holds threads, with methods for listing, posting, and iteration.

Cards

2026-07-07T13:04:48+00:00

Rich card components for cross-platform interactive messages.

Types

2026-07-07T13:04:48+00:00

TypeScript types exported from the chat/ai subpath.

toAiMessages

2026-07-07T13:04:48+00:00

Convert Chat SDK messages to AI SDK conversation format.

Vercel Connect

2026-07-07T13:04:48+00:00

Authenticate Slack, GitHub, and Linear adapters with Vercel Connect — short-lived runtime tokens for outbound calls and OIDC-verified inbound webhooks, with no stored provider secrets.

Creating a Chat Instance

2026-07-07T13:04:48+00:00

Initialize the Chat class with adapters, state, and configuration options.

Threads, Messages, and Channels

2026-07-07T13:04:48+00:00

Work with threads, messages, and channels across platforms.

Testing

2026-07-07T13:04:48+00:00

Test your bot handlers and custom adapters with @chat-adapter/tests — Vitest factories, custom matchers, and a setup file.

Teams Low-Level APIs

2026-07-07T13:04:48+00:00

Use Teams Activity parsing, Bot Connector calls, Graph reads, formatting, Adaptive Cards, and Task Module helpers without the full Chat runtime.

Message Subject

2026-07-07T13:04:48+00:00

Fetch the parent resource that a message is about.

State Adapters

2026-07-07T13:04:48+00:00

Pluggable state adapters for thread subscriptions, distributed locking, and caching.

Slash Commands

2026-07-07T13:04:48+00:00

Handle slash command invocations and respond with messages or modals.

Slack Low-Level APIs

2026-07-07T13:04:48+00:00

Use Slack request verification, formatting, Web API, and Block Kit helpers without the full Chat runtime.

Posting Messages

2026-07-07T13:04:48+00:00

Different ways to render and send messages with thread.post().

Platform Adapters

2026-07-07T13:04:48+00:00

Platform-specific adapters that connect your bot to any messaging platform.

Modals

2026-07-07T13:04:48+00:00

Collect structured user input through modal dialogs with text fields, dropdowns, and validation.

Introduction

2026-07-07T13:04:48+00:00

A unified SDK for building chat bots across Slack, Microsoft Teams, Google Chat, Discord, Telegram, and more.

Handling Events

2026-07-07T13:04:48+00:00

Getting Started

2026-07-07T13:04:48+00:00

Pick a guide to start building with Chat SDK.

File Uploads

2026-07-07T13:04:48+00:00

Send and receive files across chat platforms.

Error Handling

2026-07-07T13:04:48+00:00

Handle rate limits, unsupported features, and other errors from adapters.

Ephemeral Messages

2026-07-07T13:04:48+00:00

Send messages visible only to a specific user.

Emoji

2026-07-07T13:04:48+00:00

Type-safe, cross-platform emoji that automatically convert to each platform's format.

Direct Messages

2026-07-07T13:04:48+00:00

Initiate DM conversations with users programmatically.

CLI

2026-07-07T13:04:48+00:00

Scaffold a Chat SDK bot app with a single command.

Conversation History

2026-07-07T13:04:48+00:00

Persist messages per user across every platform — for LLM context, audit, or compliance.

Overlapping Messages

2026-07-07T13:04:48+00:00

Control how overlapping messages on the same thread are handled - burst, queue, debounce, drop, or process concurrently.

Cards

2026-07-07T13:04:48+00:00

Send rich interactive cards with buttons, fields, and images across all platforms.

Overview

2026-07-07T13:04:48+00:00

Overview of Chat SDK adapters and the static adapter catalog.

Actions

2026-07-07T13:04:48+00:00

Handle button clicks and interactive card events across platforms.

Apify CLI 1.7.0: built for AI agents that mess up

2026-07-07T11:16:53+00:00

Apify CLI 1.7.0 makes agent workflows reliable: honest exit codes, input-schema hints, one-command MCP setup, and OS keychain credential storage.

You can now view the Activity Log at a project-level

2026-07-07T08:00:00+00:00

Project Settings now includes its own project-specific Activity Log. This view pulls the relevant user events from the Activity Log in Team Settings. Review project-level activity without leaving your project settings. Visit your project settings to try it out. Read more

Vercel acquires Better Auth to accelerate open source auth

2026-07-07T07:00:00+00:00

Vercel is acquiring Better Auth, the company behind the open source TypeScript authentication library, which has 4.7M+ weekly npm downloads and more than 850 contributors. Founder Bereket Engida and the core team are joining Vercel to continue their work on Better Auth and agent identity.The open webLast year, we published our approach behind Next.js, AI SDK, and Nuxt: software that's open by default, loosely coupled, and portable to any platform.Better Auth applies it to authentication: framewo

Zoom vs. Teams: Which is best? [2026]

2026-07-07T05:00:00+00:00

Microsoft Teams and Zoom are both excellent video conferencing and collaboration apps, and over the last few years, Zoom has added all sorts of all-in-one features that make the Zoom vs. Teams comparison more relevant than ever. I've used both apps a lot in the past, and to write this guide, I spent more time diving deep into each of these tools and exploring all their features to pull out the most important differences that still exist between them. Based on my past experiences of using these

What is ambient AI?

2026-07-07T04:00:00+00:00

Chatbots keep getting smarter, but they're creating a new kind of busywork. Even if they simplify an entire workflow, you still have to open an app, start a new chat, and get to the objective prompt-by-prompt. If you're the one doing the repetitive work, who's actually the copilot in this equation? Ambient AI puts you back into the pilot seat. It sits in the background, reads your context, and acts when needed, not when you call it. Here's how to stop defaulting to chatbots that give you more wo

What is a token in AI?

2026-07-07T04:00:00+00:00

Understanding what tokens in AI are matters more now than it did even a year ago. Tokens have gone from a background technical detail to the primary usage limit and billing unit for top AI models. If you've ever hit your usage limit with Claude Code, you've hit a token limit. If you've ever wondered why switching to a reasoning model burned through your quota faster, that's tokens, too. How AI models read your input, generate a response, think through hard problems, and rack up costs—it all com

The 7 best database-powered app builders in 2026

2026-07-07T04:00:00+00:00

Spreadsheets are fantastic. You can put together an accounting system, a task manager, or an inventory tracker with columns, rows, and formulas—all without slamming into a wall of code at any point. But there's a cap to how much you can achieve with spreadsheets alone. If you want to view, manipulate, and understand your data better, you want a database tool. Not all databases are flexible and easy to use, though, which is why I rounded up the ones that are right on the money: a perfect blend of

Agentic AI Governance: A Policy Framework for Autonomous AI Agents

2026-07-07T00:00:00+00:00

Agentic AI Governance: A Policy Framework for Autonomous AI Agents

Fastly recognized as a Gartner® Peer Insights™ Customers' Choice for Edge Distribution Platforms

2026-07-07T00:00:00+00:00

Fastly is named a 2026 Gartner® Peer Insights™ Customers' Choice for Edge Distribution Platforms, earning a 4.8/5 rating based on user reviews.

How Upstash Monitors Uptime: Every Replica, Every Minute, From Everywhere

2026-07-07T00:00:00+00:00

Inside the SRE side of Upstash: per-replica uptime checks running from 18 locations worldwide, continuous latency benchmarks, and an end-to-end QStash check wired to a heartbeat. How we find out about problems before you do.

Companion app: Changing support for Apple platforms

2026-07-07T00:00:00+00:00

We’re updating which Apple platforms the Home Assistant Companion app supports, and because transparency is core to how we work, we want to be upfront about what’s changing. Starting with version 2026.8.0 of the Companion app, we will no longer support iOS 15, watchOS 8, or macOS 11. The last supported version for these platforms will be 2026.7.1. Here’s everything you need to know: Why we’re making the change At Home Assistant, we’re committed to helping you use your devices for the long haul.

2026-07-07: HCP Vault 2.0.3 for AWS and Azure: Vault 2.0 has started rolling out to HCP Vault Dedicated cluster…

2026-07-07T00:00:00+00:00

HCP Vault 2.0.3 for AWS and Azure: Vault 2.0 has started rolling out to HCP Vault Dedicated clusters on AWS and Azure. Refer to HCP Vault Dedicated changelog to learn more about Vault 2.0.3 capabilities available to HCP Vault.

34% of people shipping software using AI tools have no formal programming background

2026-07-06T22:00:00+00:00

AI was impressive enough when skilled developers could use ChatGPT to troubleshoot code. But now, the tech has evolved to the point that workers with no programming background can use AI to build apps from scratch, refine them, and ship them, all in a matter of days or even hours. Some folks call it vibe coding, but that undersells what's actually happening. There's a lot more than vibes behind these projects. The vibey part comes from how easy it is for someone to describe what they want to cr

Open Thread 441

2026-07-06T09:01:09+00:00

...

Jasper vs. ChatGPT: Which is better? [2026]

2026-07-06T04:00:00+00:00

At first glance, Jasper and ChatGPT seem similar—they're both generative AI tools that can create content in a split second. But there's a big difference here: ChatGPT is an AI chatbot that's flexible enough to handle just about any task you throw at it, while Jasper is a specialized AI marketing tool. I've spent countless hours using both apps in my personal and professional life. For example, I used Jasper to help me scale content production for my previously niche website. And I've been usin

The 16 best marketing newsletters in 2026

2026-07-06T04:00:00+00:00

With new technologies like AI revolutionizing the way we approach marketing, the landscape is becoming increasingly more complex—and it feels like it's shifting every day. To stay up to date with the latest trends, I've become something of a marketing newsletter hoarder. To my own detriment, I've subscribed to more marketing newsletters than I can possibly read each day. And it doesn't help that I'm constantly leveraging X, Reddit, and LinkedIn for other people's recommendations. But my bad hab

What Is Shadow AI?: Risks, Detection & Prevention Guide for 2026

2026-07-06T00:00:00+00:00

What Is Shadow AI?: Risks, Detection & Prevention Guide for 2026

CFOs and the new economics of AI

2026-07-06T00:00:00+00:00

CFOs and the new economics of AI

How to Keep Claude Fable 5 Costs Under Control

2026-07-06T00:00:00+00:00

Fable 5 is Anthropic's most capable model and priced like it. Here's how to spend it deliberately: model tiering with subagents, effort tuning, prompt caching, and cutting input tokens with Context7.

The 6 best Microsoft Power Automate alternatives in 2026

2026-07-05T22:00:00+00:00

My dad still uses Internet Explorer. Not because he thinks it's the best browser—if you pressed him, he'd struggle to explain the difference between a browser and a search engine—but because it was already there when he bought his first computer, and nothing has ever gone wrong enough to make him switch. That's how a lot of teams end up with Microsoft Power Automate. It's bundled into Microsoft 365, it works, and switching feels like a project. So you stay. Even if the connectors are spotty outs

How to Build a Bloom Filter on Upstash Redis with TypeScript

2026-07-04T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

The 11 best CRMs for small business in 2026

2026-07-03T13:47:00+00:00

As a small business, you're no longer in the early days of figuring out how things work. You have a good client base, your metrics are solid, and now you're looking to scale. To do that, you need CRM software that's not too basic but not too expensive, a blend of useful features and competitive pricing. Efficiency is the name of the game. I know you didn't start a business to shop around for the perfect apps to help you grow. I'm taking some of the load off: I rounded up over 140 apps on the mar

Building a We Work Remotely scraper with company enrichment using Apify Actors

2026-07-03T12:42:50+00:00

Scraping We Work Remotely with full job details and company profiles, with lessons from building a real Apify Actor.

How to conduct an AI agent security audit

2026-07-03T04:00:00+00:00

My friend once raved about an AI tool he used for meeting summaries—until I asked what the tool had access to. It was only then that he realized he'd never actually looked into it. For all he knew, his AI tool could've had access to customer profiles with personally identifiable information (PII). You never know how low-stakes a tool truly is until you've investigated its connections and mapped out what it does with those connections. Here's how to conduct a security audit of your AI agent work

The best large language models (LLMs) in 2026

2026-07-03T04:00:00+00:00

Large language models (LLMs) are what most people think of when they think of AI. They're what you're interacting with in ChatGPT and Claude, they write the code generated by Claude Code and Codex, and they power other AI features like Google's AI answers and Apple Intelligence. If something has a chatbot, some kind of text generator or text summarization built in, or writes code or automates your computer, it almost certainly uses an LLM. LLMs have been studied in research labs since the late 2

The 6 best autonomous AI CRM tools in 2026

2026-07-03T04:00:00+00:00

My very first CRM was a DOS-based system I was forced to use in 2009. Which, just to be clear, was well after the invention of the iPhone, streaming services, and functioning graphical user interfaces. It didn't integrate with anything, it didn't suggest or automate a single thing, and if it had any "intelligence," it was the kind that treated the tab key as a threat to its authority. I've seen the CRM evolution—from command lines and black screens to the sleek, AI-infused platforms of today tha

The 5 best free keyword research tools in 2026

2026-07-03T04:00:00+00:00

There's no shortage of tools purpose-built for keyword research (literally hundreds of them), and they run the gamut from beginner-focused to highly advanced. They also range from totally basic and unhelpful to super valuable. When done right, the best keyword research tools simplify and streamline your workflow—they make it easier to find the right keywords to target and give you the data you need to actually rank for them. But they shouldn't require you to empty out your bank account and sell

What is a multi-agent system? A complete guide

2026-07-03T04:00:00+00:00

Hot take: I really liked the "Stranger Things" finale. Yeah, the final fight was formulaic, but I love a good boss fight. Everyone has a specialty, and they all contribute to the win. That's how high-performing teams work everywhere, whether it's a psychic, demon-fighting group of teenagers or an automation system. AI agents can do a lot on their own, but organized into a multi-agent system, they can specialize, share information, and delegate. Like Dustin and Steve, they're better together. In

Types of AI agents: A comprehensive guide

2026-07-03T04:00:00+00:00

My whole life, I've held onto a few key metrics of wealth and success: the ability to effortlessly purchase a wheel of fancy cheese, owning a detailed and historically accurate dollhouse, and hiring someone to manage my schedule and decade-old inboxes. AI agents can't do the first two, but they can definitely handle the last one—and that's just one of the simpler tasks they can take on. AI agents can follow rules, remember context, make choices toward a goal, and (in some cases) improve over tim

12+ Best AI Security Software Platforms | A Buyer's Guide for 2026

2026-07-03T00:00:00+00:00

12+ Best AI Security Software Platforms | A Buyer's Guide for 2026

The AI Superforecasters Are Here

2026-07-02T23:14:12+00:00

...

What is UiPath?

2026-07-02T22:00:00+00:00

Every company has a stack of work nobody wants to claim: copying data between systems, re-keying invoices, and logging into five different tools to move a single record from A to B. It's the kind of work that gets called "quick" by whoever isn't doing it. UiPath is built for the heaviest end of this kind of work—large-scale, rules-heavy processes inside complex business systems. It's serious software for serious enterprise problems and it does what it does well. But if your workflows live mostly

What’s new in Postman: API health scorecards in the Postman API Catalog

2026-07-02T16:00:00+00:00

Postman's API Catalog now shows Service Health Scorecards for Enterprise teams, aggregating test results, spec compliance, and gateway metrics in one view. The post What’s new in Postman: API health scorecards in the Postman API Catalog appeared first on Postman Blog .

Hidden Open Thread 440.5

2026-07-02T09:07:54+00:00

...

AI Governance Auditing: Prepare for Your First AI Audit

2026-07-02T00:00:00+00:00

AI Governance Auditing: Prepare for Your First AI Audit

Chip Off The Old Block

2026-07-01T03:11:23+00:00

...

July 2026

2026-07-01T02:44:30+00:00

Exa Agent and Exa Connect are now available in MCP.

Cyber Resilience Act for AI Applications: A Technical Implementation Guide

2026-07-01T00:00:00+00:00

Cyber Resilience Act for AI Applications: A Technical Implementation Guide

AI Governance Monitoring: Continuous Auditing for AI Systems

2026-07-01T00:00:00+00:00

AI Governance Monitoring: Continuous Auditing for AI Systems

Claude Sonnet 5 Security and Safety: A System Card Analysis for Agent Deployments

2026-07-01T00:00:00+00:00

Claude Sonnet 5 Security and Safety: A System Card Analysis for Agent Deployments

State of Pay: Agentic Commerce, Payments, and the Edge

2026-07-01T00:00:00+00:00

Explore the rise of agentic commerce, emerging AI payment protocols, and why the edge is becoming the control point for secure AI-driven transactions.

2026.7: Automations that speak your language

2026-07-01T00:00:00+00:00

Tip Don’t forget to join our release party live stream on YouTube on July 1, 2026, at 20:00 GMT / 12:00 PT / 21:00 CET! Home Assistant 2026.7! 🎉 This is one of those releases I’ve been looking forward to for a long time. My favorite by far is what we’ve done with automations. Purpose-specific triggers and conditions graduate from Labs and become the new default for everyone. 🎉 It comes down to something we’ve been chasing for years: more power, less complexity. Instead of starting from Home Assi

What’s new in Svelte: July 2026

2026-07-01T00:00:00+00:00

This month brought a real shift in how SvelteKit projects are configured. You can now define your SvelteKit config directly inside vite.config.js and skip svelte.config.js entirely. We also got the first preview of explicit environment variables, which will eventually replace $env/* modules in SvelteKit 3. On top of that, the language tools and the sv CLI both caught up with Svelte's new {const ...} declaration tags, so the whole toolchain is now in sync. Let's dive in! What's new in SvelteKit Y

What SpaceX buying Cursor means for AI coding workflows

2026-06-30T23:00:00+00:00

SpaceX just bought Cursor for $60B. Here's what the deal signals for AI-assisted development and how to make your APIs ready for coding agents. The post What SpaceX buying Cursor means for AI coding workflows appeared first on Postman Blog .

Discover, govern, and scale Azure infrastructure in the AI era

2026-06-30T16:00:00+00:00

Learn how Terraform helps teams discover unmanaged Azure resources, reduce infrastructure drift, and establish governance as cloud and AI environments scale.

How I built a production-ready Property24 scraper as an Apify Actor

2026-06-30T14:11:13+00:00

Property24 has no API or bulk export. Here's how I built an Actor to scrape 46,000 property listings across seven African countries.

Managed Redis Hosting Providers in 2026: A Product Comparison

2026-06-30T13:00:00+00:00

The best managed Redis hosting providers compared on product, in 2026: Upstash, AWS ElastiCache and MemoryDB, Redis Cloud, Google Memorystore, Azure, DigitalOcean, Aiven, and Railway, across connectivity, global replication, high availability, and built-in search.

Introducing x402 support: 10x more tools for autonomous agents

2026-06-30T12:52:48+00:00

Until now, AI agents could pay for roughly 2,000 tools over x402. Today, that jumps 10x: more than 20,000 Apify Actors are now live on the protocol. Agents can buy web data and automation with USDC on Base, no API key required.

Building a multilingual medicine safety Actor on Apify

2026-06-30T10:21:21+00:00

What if you could type any medicine name, in any language, and get back safety instructions you can actually read? Here's how I built exactly that as an Apify Actor.

HCP Terraform Powered by Infragraph Limited Availability Launch

2026-06-30T07:00:00+00:00

Hybrid and multi-cloud estates create data silos. HCP Terraform powered by Infragraph provides a single source of truth to help optimize and secure infrastructure.

Enterprise AI Risk Management: Identification, Assessment & Mitigation

2026-06-30T00:00:00+00:00

Enterprise AI Risk Management: Identification, Assessment & Mitigation

GPT-5.6 Security: What OpenAI's System Card Actually Means for AI Agents

2026-06-30T00:00:00+00:00

GPT-5.6 Security: What OpenAI's System Card Actually Means for AI Agents

MCPs and Organizations in Team Marketplaces

2026-06-30T00:00:00+00:00

We've expanded team marketplaces to support Team MCPs and organization groups.

World Cup Viewership: What Keeps Fans Watching (and Tuning Out)

2026-06-30T00:00:00+00:00

What drives World Cup viewership? We analyzed global streaming traffic trends, from halftime dips to star players and nail-biting finishes, on our edge network.

No Code Request Routing

2026-06-30T00:00:00+00:00

Simplify traffic routing with no code request routing. Host multiple services on one domain with declarative, path-based rules – no custom code required.

Context7 vs Static LLM Knowledge: Benchmarking Coding Assistants in Air-Gapped Environments

2026-06-30T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

2026-06-30: SCIM provisioning: HCP now supports SCIM (System for Cross-domain Identity Management) provisioning…

2026-06-30T00:00:00+00:00

SCIM provisioning: HCP now supports SCIM (System for Cross-domain Identity Management) provisioning for automated user and group lifecycle management. With SCIM enabled, you can automatically sync user and group changes from your identity provider to HCP, including:

User creation, modification, and deletion
Group creation, modification, and deletion
Group membership updates

SCIM provisioning is available for organizations with SAML SSO configured. Supported identity providers include Microsoft Entra ID, Okta, Ping ID, and IBM Verify.

For more information, refer to SCIM provisioning.

Open Thread 440

2026-06-29T13:33:40+00:00

...

Token optimization in the Postman plugin for Claude Code

2026-06-29T12:05:00+00:00

How we cut thousands of context-window tokens from the Postman plugin for Claude Code with progressive disclosure, scoped tools, and leaner skills. The post Token optimization in the Postman plugin for Claude Code appeared first on Postman Blog .

AI Governance Frameworks Compared: NIST vs ISO 42001 vs EU AI Act

2026-06-29T00:00:00+00:00

AI Governance Frameworks Compared: NIST vs ISO 42001 vs EU AI Act

Build from anywhere with Cursor for iOS

2026-06-29T00:00:00+00:00

Build from anywhere with Cursor for iOS

Cursor Mobile App for iOS

2026-06-29T00:00:00+00:00

Cursor for iOS is now available in public beta on all paid plans. Launch and manage always-on agents from anywhere.

AI is Taking From Publishers! Here’s How They Can Fix It

2026-06-29T00:00:00+00:00

The old deal between publishers and search is broken. AI extracts content value without clicks or compensation. Here's the new architecture publishers need.

Redis Session Storage in Next.js and Node.js with Upstash Redis

2026-06-29T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

MCP and A2A: building the agentic internet

2026-06-28T08:02:24+00:00

How agents discover tools, call services, and coordinate across systems is now standardizing. If you're building infrastructure that agents will use, it helps to know how the Model Context Protocol and Agent-to-Agent Protocol fit together.

Terraform MCP server: Four real-world AI infrastructure patterns

2026-06-26T16:00:00+00:00

Discover how Terraform MCP Server helps AI agents make better infrastructure decisions using trusted organizational context and guardrails.

AI Engineer WOWs at Canopy in San Francisco

2026-06-26T15:00:12+00:00

I changed one API response schema in front of 80 developers and asked the AI Engineer what needed to update. It came back with 10 artifacts. The post AI Engineer WOWs at Canopy in San Francisco appeared first on Postman Blog .

11 Best AI Cybersecurity Tools [2026]

2026-06-26T00:00:00+00:00

11 Best AI Cybersecurity Tools [2026]

EU AI Act Enterprise Compliance Guide 2026

2026-06-26T00:00:00+00:00

EU AI Act Enterprise Compliance Guide 2026

The Best Sandbox Providers for AI Agents in 2026: When to Choose Which

2026-06-26T00:00:00+00:00

Agent sandboxes are one of the fastest-moving corners of infrastructure right now, and the players don't really compete on the same axis. A field guide to ten of them, what each is best at, and when to reach for it.

The Metaculus Democracy Threat Index

2026-06-25T23:59:00+00:00

...

Bitly vs QR Tiger: Comparing Features, Pricing, and Best Use Cases

2026-06-25T23:56:33+00:00

Compare Bitly and QR Tiger on QR Code features, pricing, analytics, and integrations. Find out which platform fits your workflow. Get started with Bitly today.

Bitly vs Scanova: Which QR Code Platform Fits Your Marketing Workflow?

2026-06-25T23:42:29+00:00

Compare Bitly and Scanova on QR Code features, analytics, pricing, and platform scope. Find the right QR Code generator for your business. Get started today

Deploy Boundary on Kubernetes with official Helm charts

2026-06-25T22:00:00+00:00

HashiCorp Boundary now offers official Helm charts for deploying controllers and workers on Kubernetes. Learn which chart fits your deployment model and how to get started.

How we really build production-grade AI agents: beyond models, toward data and API quality

2026-06-25T15:00:00+00:00

Learn why production-grade AI agents depend on data quality, API quality, and governance—not just smarter models. The post How we really build production-grade AI agents: beyond models, toward data and API quality appeared first on Postman Blog .

Hidden Open Thread 439.5

2026-06-25T09:11:01+00:00

...

Boundary 1.0 releases RDP session recording and improved management

2026-06-25T07:09:00+00:00

Boundary 1.0 releases with support for RDP session recording and a preview ahead towards securing AI agent access in a brave new agentic world.

Scaling without friction: Aliases at project scope in Boundary

2026-06-25T07:00:00+00:00

Boundary now supports aliases at project scope, aligning access with your organization's infrastructure while enabling teams to scale independently without conflicts.

HCP Vault Dedicated introduces cluster disaster recovery (public preview)

2026-06-25T04:13:00+00:00

Cluster DR for HCP Vault Dedicated (public preview) enables DR drills at the cluster level, so teams can simulate cluster failures and prove failover readiness.

The State of AI Agent Security 2026: What 160 CISOs Reveal About a Dangerous Gap

2026-06-25T00:00:00+00:00

The State of AI Agent Security 2026: What 160 CISOs Reveal About a Dangerous Gap

NIST AI RMF 1.0 Implementation Guide for Enterprises 2026

2026-06-25T00:00:00+00:00

NIST AI RMF 1.0 Implementation Guide for Enterprises 2026

Chain-of-Thought Hijacking: How Longer Reasoning Breaks AI Safety

2026-06-25T00:00:00+00:00

Chain-of-Thought Hijacking: How Longer Reasoning Breaks AI Safety

Reward hacking is swamping model intelligence gains

2026-06-25T00:00:00+00:00

Reward hacking is swamping model intelligence gains

How Notion used the Cursor SDK to embed coding agents

2026-06-25T00:00:00+00:00

How Notion used the Cursor SDK to embed coding agents

Automate Your Work with Upstash Box, One Script at a Time

2026-06-25T00:00:00+00:00

An Upstash Box is a cloud computer with an AI agent already inside it. With a few lines of Python you can convert a file, analyze data, or have several models rewrite your code and open a PR. From three-line scripts to a multi-model coding assistant.

How to Prove the Business Value of Your Edge Infrastructure

2026-06-25T00:00:00+00:00

Stop the "silent performance" problem. Discover how to prove the business value of your edge infrastructure with Fastly's new ROI-focused reporting.

Introducing Postman Datasets

2026-06-24T15:00:00+00:00

Every API testing workflow eventually hits the same wall: scattered test data. CSV files across different repos, environment variables that only make... The post Introducing Postman Datasets appeared first on Postman Blog .

Advancing AI agent security in Vault

2026-06-24T04:12:00+00:00

HashiCorp Vault Enterprise advances AI agent security with recent enhancements now available in public preview.

How Upstash Redis Search Works?

2026-06-24T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

How Redis Search Powers Millions of Searches in Context7

2026-06-24T00:00:00+00:00

Context7 uses Upstash Redis not as a cache, but as the primary database and search engine for millions of searches a month. Here's how.

Using the Gini Coefficient to Plan Edge Capacity

2026-06-24T00:00:00+00:00

Discover how Fastly uses the Gini coefficient, a metric usually reserved for economics, to model edge traffic inequality, improve cache efficiency, and plan capacity.

How to collect TikTok Shop product data for sales intelligence

2026-06-23T09:41:44+00:00

The data you need to make TikTok Shop decisions sits behind paid dashboards you can't export from. Here's how to pull it yourself and analyze it your way.

Should People Avoid Whole-Body Screening Info?

2026-06-23T00:41:37+00:00

...

Coinbase reduces time from idea to production by 90% with Cursor

2026-06-23T00:00:00+00:00

Coinbase reduces time from idea to production by 90% with Cursor

Lua Scripting on Upstash Redis: Atomic Operations Over HTTP

2026-06-23T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

Keep-Alive Boxes: Always-On Agent Server

2026-06-23T00:00:00+00:00

Some agent tasks are quick and throwaway. Others need to keep running. Keep-alive boxes give a long-running agent a real computer that stays on between sessions, with the coding agent already inside, for a flat $8 a month.

The Matter upgrade you’ve been waiting for

2026-06-23T00:00:00+00:00

It started as a passion project. Yet in a few years matter.js has grown beyond my wildest expectations, becoming the backbone of the open source Matter ecosystem, and powering everything from Homebridge to openHAB, and even some commercial products. Ten months ago, I joined forces with the Open Home Foundation to work full time as Lead Developer of Matter. Shortly after, I donated matter.js to the foundation – giving it a new home where it would be safeguarded for the future. Together we announc

The Fastly C++ SDK is Now Generally Available

2026-06-23T00:00:00+00:00

Fastly's C++ SDK for Compute is now generally available, bringing native edge performance, WebAssembly security, and access to the vast C++ ecosystem.

Open Thread 439

2026-06-22T15:01:34+00:00

...

Xweather MCP Server Changelog 1.2.2

2026-06-22T00:00:00+00:00

Added support for hourly forecast intervals from 1-72 hours.; Additional response fields for forecasts - valid time values for temperature, humidity, wind speed, and pressure.; Added an optional 1-hour Global Horizontal Irradiance (GHI) value to current conditions & forecasts, reported in W/m².; Other minor updates and improvements

Customize Cursor

2026-06-22T00:00:00+00:00

Plugins, skills, and MCPs let you customize Cursor for your workflows. The new Customize page brings them into one place.

Upstash Redis Search, Now Generally Available

2026-06-22T00:00:00+00:00

Upstash Redis Search is now generally available: full-text search, secondary indexes, filtering, sorting, and aggregations on the hashes, strings, and JSON already in your Redis — no separate search service to run.

Track AI Crawlers on Your Site with Upstash Agent Analytics

2026-06-22T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

Automating Incident Triage with the Upstash Workflow Agents API

2026-06-22T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

How Upstash Keeps Your Redis Up When an Availability Zone Isn't

2026-06-19T14:00:00+00:00

A Look at the Primary-Election and Replica Design Behind Multi-AZ High Availability.

Preliminary Thoughts On The Midjourney Scanner

2026-06-19T05:32:51+00:00

...

Waiting For The Miracle

2026-06-18T04:42:50+00:00

...

Proxy all the things: no device left behind

2026-06-18T00:00:01+00:00

Every smart home has them: the older devices that still work perfectly well but no longer fit neatly into a modern setup. Instead of letting them gather dust in a drawer, the Open Home Foundation’s projects can help you bring them back into the fold. Here’s how a little proxying can give your beloved old gear a new lease of life, and keep your smart home that bit more sustainable.

Improvements to Cursor Automations

2026-06-18T00:00:00+00:00

Cursor Automations save you time by automating repetitive tasks with always-on agents. This release introduces the **/automate** skill, new triggers for GitHub and Slack, and support for computer use.

Upstash Box vs Daytona: A Comparison of AI Agent Sandboxes

2026-06-18T00:00:00+00:00

Upstash Box and Daytona both give AI agents a real computer to work in, and both are containers that keep their state. The difference is where the agent lives and how you pay. A look at the numbers, with a focus on cost and developer experience.

How We Indexed 45M Hacker News Posts with Upstash Redis Search

2026-06-18T00:00:00+00:00

A look inside hackernewstrends.com: how 45M Hacker News posts and comments are stored, indexed, and queried with Upstash Redis Search, and the decisions behind the filters, ranking, and the trend-line aggregations.

Context7 Library Import: Docs for Airgapped Agents

2026-06-18T00:00:00+00:00

How Context7's Library Import feature delivers curated public library documentation to on-premise, internet-restricted AI agents: export from the cloud, import on-prem, and re-embed locally.

Deploying Fastly's Next-Gen WAF with Google Cloud Service Extensions to Help Secure Traffic at Scale

2026-06-18T00:00:00+00:00

Discover how Fastly's Next-Gen WAF and Google Cloud Service Extensions deliver real-time threat protection, scalable security, and low-latency performance.

New Ways for Creators to Create, Grow, and Get Discovered

2026-06-17T16:00:29+00:00

Every Character starts with a creator. Behind every Character, world, and story users come back to, there's a creator refining, testing, and shaping the experience. Today, we're introducing a new set of creator-focused features designed to help creators at every stage of that journey: creating

The most exciting moment in meteorology in a century – and we are leading it

2026-06-17T00:00:00+00:00

When the right technology meets the right moment, an entire industry shifts. That is exactly what is happening in weather right now. Today, we have announced the acquisition of Atmo, Inc. For me, this is one of the most significant moments in the history of weather forecasting.

Cloud Environment Setup and Cloud Subagents in Agents Window

2026-06-17T00:00:00+00:00

This release introduces updates to cloud agents in the Agents Window of the Cursor desktop app.

Adding RAG to a Vercel Eve Agent with Upstash Redis Search

2026-06-17T00:00:00+00:00

How we gave a Vercel Eve agent retrieval-augmented answers by backing it with Upstash Redis Search: pass-through search tools and a system-prompt query reference.

UA Spoofing 101: Detection and Defense with Fastly’s Next-Gen WAF

2026-06-17T00:00:00+00:00

Learn how to detect and defend against User-Agent spoofing. Discover how Fastly’s Next-Gen WAF uses behavioral signals to unmask automated threats and bots.

Never Cross a River Four Feet Deep on Average

2026-06-16T20:07:52+00:00

Guest post by Alexander "Sasha" Putilin

Introducing tfctl: The CLI for HCP Terraform and TFE

2026-06-16T20:00:00+00:00

tfctl is the first dedicated CLI for HCP Terraform and Terraform Enterprise, giving engineers and AI agents full, safe access to the platform API.

What’s new with Terraform + Ansible

2026-06-16T16:00:00+00:00

Learn how the Terraform Ansible Collection 2.0, pyTFE, and an enhanced Terraform actions experience help simplify infrastructure lifecycle management across Terraform and Ansible.

June 2026

2026-06-16T07:27:26+00:00

Introducing Exa Agent and Exa Connect, a new class of frontier web research and partner-data workflows accessible via API.

Open Thread 438

2026-06-16T04:22:53+00:00

...

Introducing Exa Agent

2026-06-16T00:00:00+00:00

A new frontier class of web research agents. A single API to access frontier web research capabilities at a fraction of the cost.

How to Add Durable Functions to Your Next.js App

2026-06-16T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

Credential Stuffing is the Real Boss Fight for Gaming Platforms

2026-06-16T00:00:00+00:00

Credential stuffing threatens player trust and revenue in gaming. Learn how to stop account takeover attacks at the edge without disrupting the player experience.

December 2024

2026-06-15T21:53:47+00:00

Auto search is now the default search type, routing each query to the best search method.

May 2025

2026-06-15T21:53:47+00:00

The /contents endpoint now returns per-URL status information instead of HTTP error codes.

June 2025

2026-06-15T21:53:47+00:00

Markdown content as the default format, and the new 'preferred' livecrawl option.

August 2025

2026-06-15T21:53:47+00:00

includeDomains and excludeDomains now support URL path filtering and subdomain wildcards.

October 2025

2026-06-15T21:53:47+00:00

Major SDK changes: contents returned by default, highlights removed, and use_autoprompt deprecated.

December 2025

2026-06-15T21:53:47+00:00

Exa People Search launch with 1B+ indexed profiles; the 'linkedin' category is replaced by 'people'.

January 2026

2026-06-15T21:53:47+00:00

Exa Company Search launch with a fine-tuned retrieval model and entity-matching pipeline.

February 2026

2026-06-15T21:53:47+00:00

Exa Instant Search launch, plus highlights, content freshness, and MCP updates.

March 2026

2026-06-15T21:53:47+00:00

Exa Monitors launch, Exa Deep revamp with structured outputs, and a pricing update.

April 2026

2026-06-15T21:53:47+00:00

API deprecation notice: legacy fields, parameters, and the /research endpoint removed.

July 2025

2026-06-15T19:03:30+00:00

Geolocation filtering, the new Fast search type, and score deprecation in Auto search.

November 2025

2026-06-15T19:03:30+00:00

JS SDK highlights restored, the new Deep search type, and default language filtering.

Implementing workload identity with HashiCorp Vault and SPIFFE

2026-06-15T16:00:00+00:00

Learn how to use HashiCorp Vault as a SPIFFE identity issuer and broker to streamline workload identity and authorization, while defining exactly where SPIRE fits

How Wayfair cut ML model costs by 90% (twice!) with Cursor

2026-06-15T00:00:00+00:00

How Wayfair cut ML model costs by 90% (twice!) with Cursor

Redis Caching Patterns: A Practical 2026 TypeScript Guide with Examples

2026-06-15T00:00:00+00:00

Redis caching patterns compared, with TypeScript code examples.

We Built the Proxy Behind Firefox's New Built-In VPN — Here's How It Works

2026-06-15T00:00:00+00:00

Discover how Fastly built the proxy powering Firefox's new built-in VPN, using HTTP CONNECT, QUIC, and MASQUE for scalable web privacy.

2026-06-15: HCP Vault 2.0 for AWS and Azure: Vault 2.0 has started rolling out to HCP Vault Dedicated clusters…

2026-06-15T00:00:00+00:00

HCP Vault 2.0 for AWS and Azure: Vault 2.0 has started rolling out to HCP Vault Dedicated clusters on AWS and Azure. Refer to HCP Vault Dedicated changelog to learn more about Vault 2.0 capabilities available to HCP Vault.

How Upstash Redis Runs More Commands in Parallel

2026-06-12T13:00:00+00:00

A look at how Upstash Redis uses key-based locking to run independent commands in parallel while keeping shared data safe.

Collecting AI SDK Telemetry with Upstash Redis Search

2026-06-12T00:00:00+00:00

Capture Vercel AI SDK generations and tool calls as JSON in Upstash Redis, then serve latency percentiles, token stats, and error counts entirely with Upstash Redis Search aggregations — no sorted sets, no client-side math.

Terraform MCP server is now generally available

2026-06-11T18:00:00+00:00

Terraform MCP server 1.0 ensures consistent infrastructure across your organization with flexible deployment options.

Upstash vs Redis Cloud: A 2026 comparison

2026-06-11T13:00:00+00:00

Upstash vs Redis Cloud in 2026: Latency & performance benchmarks, pros & cons, use cases, pricing comparison

Caching AI SDK v6 tool results with Redis

2026-06-11T12:00:00+00:00

Cache AI SDK v6 tool results in Redis by writing a simple, clean TypeScript wrapper. Working code with Upstash Redis and an example tool.

Governing agent autonomy with Auto

2026-06-11T00:00:00+00:00

Governing agent autonomy with Auto

Six Common Live Streaming Mistakes (And How to Avoid Them)

2026-06-11T00:00:00+00:00

After years of supporting some of the world's biggest live streaming events, we've seen the same mistakes surface time and again. Here's how to avoid them.

Bugbot is now over 3x faster, 22% cheaper, and finds 10% more bugs

2026-06-10T00:00:00+00:00

Bugbot is now over 3x faster, 22% cheaper, and finds 10% more bugs

2026-06-10T00:00:00+00:00

Bugbot is now over 3x faster, 22% cheaper, and finds 10% more bugs per review, plus a new /review command to run reviews before you push.

Durable RAG Document Ingestion with Upstash Workflow and Pinecone

2026-06-10T00:00:00+00:00

Articles and tutorials on serverless technologies from Upstash and community

Upstash Box vs E2B: Two Takes on Computers for AI Agents

2026-06-10T00:00:00+00:00

Upstash Box and E2B both give AI a sandbox to work in, but they draw the line in different places. A look at where the agent lives, how state persists, isolation, and what each costs.

How Fastly and Skyfire Enable Trusted Agentic Commerce at the Edge

2026-06-10T00:00:00+00:00

Discover how Fastly and Skyfire help businesses verify AI agents, enable payments, and enforce trusted access at the edge.

HCP Packer adds enforced provisioners

2026-06-09T16:00:00+00:00

HCP Packer now supports enforced provisioners, enabling platform and security teams to centrally apply mandatory provisioning steps across image builds.

With great AI power comes the need for zero trust responsibility

2026-06-09T07:09:00+00:00

Learn how to mitigate autonomous AI exploits like Claude Mythos using IBM Vault Radar for preemptive hygiene and IBM Vault for dynamic runtime security.

Build an AI Data Analyst with Upstash Box

2026-06-09T00:00:00+00:00

Drop a CSV into an isolated cloud container, let Claude write and run the Python analysis, download the charts, and ask follow-up questions. No infrastructure to manage.

Bot Defense is Table Stakes. Machine Traffic Requires a Business Strategy

2026-06-09T00:00:00+00:00

Businesses need more than bot blocking as AI traffic surges. Learn how to distinguish valuable AI interactions from risk and build a machine traffic strategy.

AI Traffic Grew 6.5x Faster Than Human Traffic This Year

2026-06-09T00:00:00+00:00

Fastly data shows AI traffic grew 30% from January to May 2026, with autonomous systems nearing half of internet requests and reshaping web infrastructure.

How to Add an AI Chatbot to Your Website: 4 Methods Compared

2026-06-08T21:00:00+00:00

A practical guide to adding an AI chatbot to any website. Four methods compared, plus a no-code, step-by-step widget walkthrough that trains on your own content, the embed code, and platform notes for Squarespace, Shopify, Webflow, WordPress, and Wix. By Sergei Davidov

June 2026

2026-06-08T07:55:19+00:00

TypeScript SDK ( workflow-js ): Multiple labels per workflow run are now supported. label on client.trigger and context.invoke accepts string | string[] , and log/DLQ/cancel filters accept an array to match runs that have any of the given labels (OR semantics). Workflow run logs now expose a labels: string[] field, and context.labels: string[] replaces the now-deprecated context.label .

Xweather Weather API Changelog 1.43.2

2026-06-08T00:00:00+00:00

renewables/irradiance/summary - new irradiance endpoint providing interval averages over annual, monthly, calendar month, and full requested periods; lightning/density - now available via the new dedicated Lightning Strike Density add-on; lightning/turbinerisk - now available via the new dedicated Lightning Turbine Risk add-on; renewables/irradiance - archive & tmy now report energy values in Wh/m² with updated field suffixes (ghiWHM2, dniWHM2, etc.); renewables/irradiance - preset=pvsyst CSV us

Direct agents with visual prompts in Design Mode

2026-06-05T00:00:00+00:00

Direct agents with visual prompts in Design Mode

Design Mode Improvements

2026-06-05T00:00:00+00:00

With Design Mode in the Cursor browser, you can click, draw, or describe changes by voice to help agents update your UI.

Rethinking infrastructure access in the age of agentic AI

2026-06-04T07:09:00+00:00

HashiCorp Boundary enables secure agentic AI at scale with unique identities, JIT credentials, explicit delegation, point-of-use enforcement, and auditable control.

Canvas Design Mode and Context Usage Report

2026-06-04T00:00:00+00:00

With canvases , agents can create interactive artifacts like dashboards, reports, and internal tools that you can share with your team .

Custom stores, custom tools, and auto-review for the Cursor SDK

2026-06-04T00:00:00+00:00

New stores, custom tools, auto-review, and nested subagents for the TypeScript and Python SDKs, plus run correlation IDs, lighter imports, and reliability fixes.

Introducing organizations for Cursor Enterprise

2026-06-03T00:00:00+00:00

Introducing organizations for Cursor Enterprise

Organizations for Cursor Enterprise

2026-06-03T00:00:00+00:00

Enterprise customers can now manage multiple Cursor teams from one place, with different security, governance, budget, and feature controls for each. These capabilities are now generally available to all Enterprise customers.

2026.6: Pick a card, any card

2026-06-03T00:00:00+00:00

Home Assistant 2026.6! 🎉 I’m going to put my hand up right away: ✋ I am not a dashboard person. Not because I don’t like them; I love seeing what you all build. But designing a beautiful one is a kind of visual creativity I just don’t have. That’s a big part of why I love the built-in Home dashboard so much, it does the designing for me. But when I do build a custom dashboard, I usually stare at that “add a card” dialog for way too long, picking cards almost at random just to see if they look go

How to Embed Google Reviews on Your Website: 4 Methods Compared

2026-06-02T21:00:00+00:00

A practical guide to embedding Google reviews on any website. Four methods compared, plus a no-code, step-by-step widget walkthrough, the embed code, and platform notes for WordPress, Shopify, Wix, Squarespace, and Webflow. By Sergei Davidov

HCP Terraform adds project-level run tasks

2026-06-02T16:00:00+00:00

HCP Terraform now supports project-level run tasks, enabling organizations to apply security, compliance, and operational guardrails consistently across groups of workspaces while reducing manual overhead.

What we’ve learned building cloud agents

2026-06-02T00:00:00+00:00

What we’ve learned building cloud agents

Python SDK Beta: How the Language of AI Runs Faster and Safer with Fastly

2026-06-02T00:00:00+00:00

Bring your Python code and AI agents to the edge with Fastly's Python SDK Beta. Get maximum speed, security, and standard CPython compatibility.

How to Embed an Instagram Feed on Your Website: 4 Free Methods

2026-06-01T21:00:00+00:00

A practical guide to embedding an Instagram feed on any website. Four free methods compared, plus a no-code, step-by-step walkthrough and the HTML you need. By Sergei Davidov

Improvements to Teams Pricing

2026-06-01T00:00:00+00:00

Improvements to Teams Pricing

What’s new in Svelte: June 2026

2026-06-01T00:00:00+00:00

This month we got a bunch of improvements in SvelteKit's forms and remote functions. Plus, a new query function ( .live(...) ) that makes accessing real-time data from the server easier. Keep an eye out for a few breaking changes in remote functions, if you're using those. Otherwise, enjoy all the new SvelteKit features and bug fixes in the latest versions of Svelte. Let's dive in! What's new in SvelteKit Form submit now returns a boolean to indicate submission validity for enhanced remote forms

Added a tool to retrieve a group's preferences, including its default domain for link creation.

2026-06-01T00:00:00+00:00

Added a tool to retrieve a group's preferences, including its default domain for link creation.

The Best AI Prompts for Link and QR Code Management: 40+ Ideas to Get Started

2026-05-29T18:24:15+00:00

Copy and paste 40+ ready-to-use AI prompts for link and QR Code management. Create short links, track campaigns, and uncover insights now.

Auto-review Run Mode

2026-05-29T00:00:00+00:00

Auto-review is a new run mode that allows Cursor to work for longer with fewer approval prompts and safer execution.

SCIM in HashiCorp Vault standardizes provisioning in platforms

2026-05-28T17:00:00+00:00

HashiCorp Vault 2.0 adds beta SCIM support, letting organizations standardize user and group provisioning from external identity platforms into Vault.

Sensereo joins Works with Home Assistant

2026-05-28T00:00:01+00:00

We’re sensing a change in the air this month as we welcome Sensereo to the Works with Home Assistant program 🎉. Specialists in environmental sensing, Sensereo brings Matter smoke and carbon monoxide (CO) alarms into the Home Assistant ecosystem – meaning more ways to keep your home open, safe, and sound. Built from a burning question… What happens if your smoke alarm goes off, but you’re not there to hear it? It’s an unsettling question, and one that led Roy Chen to found Sensereo in 2024. Drive

Give AI Agents the Markdown They Actually Want

2026-05-28T00:00:00+00:00

AI crawlers prefer Markdown over HTML. Learn how to use Fastly Compute to serve clean, cached Markdown to AI agents without changing your origin.

Xweather MCP Server Changelog 1.2.1

2026-05-27T00:00:00+00:00

Fix for xweather_get_historical_lightning_strikes location initialization

Faire doubles PR throughput with Cursor Cloud Agents

2026-05-26T00:00:00+00:00

Faire doubles PR throughput with Cursor Cloud Agents

Cursor named a Leader in the 2026 Gartner® Magic Quadrant™ for Enterprise AI Coding Agents

2026-05-22T00:00:00+00:00

Cursor named a Leader in the 2026 Gartner® Magic Quadrant™ for Enterprise AI Coding Agents

Smarter Memory for Smarter Chats

2026-05-21T17:00:10+00:00

Long chats, big plots, and hours of backstory. Your Characters now keep up with all of it. Story Memory , Facts , and Memory Usage are rolling out across Character.ai, giving you new ways to shape what your Character knows and lock in the moments that matter. You'll

How to Configure Local Logging for an On-Prem Next-Gen WAF Agent

2026-05-21T00:00:00+00:00

Learn how to configure local logging for Fastly NGWAF on-prem agents using Docker, environment variables, and real-time log tailing.

Exa Raises $250M Series C to Build the Search Engine for AIs

2026-05-20T00:00:00+00:00

AI agents will search the web more than humans this year. Exa raises $250M Series C at a $2.2B valuation led by a16z to power all agents with the highest quality web search.

Improvements to Cursor Automations

2026-05-20T00:00:00+00:00

This release brings Cursor Automations to the Agents Window and introduces the ability to configure automations with multiple attached repos or no repos at all.

Shared Canvases and /loop Skill

2026-05-20T00:00:00+00:00

You can now share canvases from Cursor with your team.

zunzunbee joins Works with Home Assistant

2026-05-19T00:00:01+00:00

We are often asked if we prioritize “Big Tech” firms in the Works with program, but we’ve always been clear that newer companies are just as important to our certification as household names. Start-ups are innovators, and have their fingers on the pulse of community needs much more than brands that are only at the mercy of their investors. That’s just one reason we’re thrilled to welcome zunzunbee to the program! They really stood out from the crowd at CES 2026 this January with their new produc

Abnormal AI Named to CNBC Disruptor 50 List for Third Consecutive Year

2026-05-19T00:00:00+00:00

Abnormal AI Named to CNBC Disruptor 50 List for Third Consecutive Year

Cursor in Jira

2026-05-19T00:00:00+00:00

Cursor is now available in Jira.

Composer 2.5

2026-05-18T00:00:00+00:00

Composer 2.5 is now available in Cursor.

How Search Quality Shapes RL Outcomes

2026-05-13T00:00:00+00:00

Training search agents on Exa instead of a SERP baseline yields higher pass@k, faster, at lower cost.

Development environments for cloud agents

2026-05-13T00:00:00+00:00

To take engineering tasks from start to finish, agents need a development environment similar to the setup on your laptop: cloned repositories, installed dependencies, credentials for internal toolchains, and access to build systems.

Full-screen Tabs and Compact Chats

2026-05-13T00:00:00+00:00

This release introduces quality-of-life improvements to the Agents Window .

Cursor in Microsoft Teams

2026-05-11T23:59:00+00:00

Cursor is now available in Microsoft Teams.

Beyond efficiency: PayPal expands what's possible to build with AI

2026-05-11T00:00:00+00:00

Beyond efficiency: PayPal expands what's possible to build with AI

Bugbot Effort Levels

2026-05-11T00:00:00+00:00

Teams admins and Individual plan users can now customize the effort level Bugbot uses for its PR reviews, with three different configurations:

PR Review, Build Plan in Parallel, and Split PRs

2026-05-07T00:00:00+00:00

This release introduces a new PR review experience, faster execution on plans through parallel agents, and new quick-action pills for common workflows.