AI Agents & Automation

There is a well-worn startup fantasy: hire slowly, stay lean, do more with less. The reality is that...

Anthropic's dynamic workflows let Claude generate a perfect custom harness for any complex task. Deep dive with patterns, real examples, and actionable strategi

I wanted Claude to know about my developer presence — my repos, my articles, my stats — without me...

Fable 5 launched. Developers loved it. Three days later, a US government export-control directive...

By mid-2026, AI-assisted development is the default. GitHub Copilot, Cursor, Claude Code, Amazon Q,...

The problem: I loved AI summaries until I got the bill Last month I was working on a SaaS...

Sales reps lose deals in the moments they can't see themselves — talking over the prospect, missing a...

Autonomous AI agents are executing real transactions. Booking travel, procuring software licenses,...

When a stronger model ships, there are two questions every skill author should want answered, and...

In most TypeScript agent frameworks you wire the task graph by hand. open-multi-agent's runTeam() hands a goal to a coordinator that builds the DAG for you — he

Build an AI agent blind spot detector with unresolved-intent clustering, outcome scoring, trace evidence, review queues, and product feedback loops.

Your agent's idle timer talks to the prompt cache, and most loops are written as if it does not. The five-minute nap is the worst number on the board. Here is w

The most expensive AI-agent call is not always the biggest one. Sometimes it is the next one. The...

The core counterargument to my three directory sites is Google's own AI Overviews. Here's the falsifiable 6-month bet I'm making and what would prove me wrong.

When publisher and consumer of a dependency are both autonomous agents, you can't trust a release — you have to check it. The Deterministic Bump Trace: a signed

The 2026 shift from next-token generation to training agents as decision-makers that plan, call tools and optimise whole trajectories — and what builders can us

Everyone keeps asking "is SEO dead." Wrong question. AI search doesn't show ten blue links. It...

Las dos ideas que hicieron el trabajo: Los modos de falla ya son líneas de log. Conviértelos en...

The core counterargument to my three directory sites is Google's own AI Overviews. Here's the falsifiable 6-month bet I'm making and what would prove me wrong.

If you have been using Claude Code, Codex CLI, Gemini CLI, or any agent framework that supports...

The core counterargument to my three directory sites is Google's own AI Overviews. Here's the falsifiable 6-month bet I'm making and what would prove me wrong.

A multi-agent system where each agent is 95% reliable, chained 14 deep, is only about 49% reliable...

📖 Originally published on my blog. Part of a series on building with Claude Code. For a while I'd...

Wiring an LLM as a first-class Yjs peer is architecturally sound — but it invalidates three silent...

AI Coding Agents Need a Control Layer AI coding agents are getting good enough that the problem is...

If you're building anything on top of MCP (Model Context Protocol), you'll eventually hit this...

There's a problem that every developer who works with AI agents eventually runs into: the AI doesn't...

The day your eval suite becomes a release gate, it stops measuring quality and starts becoming a target. Here's how agent evals rot via Goodhart's Law, and how

Most comparison articles about AI app builders come from people who tried each tool once. We ship...

The problem: missed calls cost small businesses real money Dental practices, hair salons,...

There's a formula I keep coming back to when people ask why their slick demo agent falls apart in...

Agentic browser work is getting good enough that teams are starting to trust it for real workflows:...

Everyone is comparing agent frameworks: LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Claude Code,...

For 13 years I have worked in production at a steel-tube manufacturer. Not in an office — on the...

Day 9. Template matching works. But screen sizes, resolutions, and Android versions might break...

AWS WAF added a feature called AI traffic monetization. It lets you charge AI bots that hit your site...

Hey Dev.to community! 👋 I wanted to take a moment to introduce myself and share the journey behind...

IONA OS is an operating system written from scratch in Rust. It has its own kernel, its own GUI, its...

The problem Most code an AI agent writes looks right. It compiles, it reads well, it...

I don't know where to begin. This is a long story, but it all started when I saw that DEV was having...

Manufacturing has always been the proving ground for new technology. But what's happening right now...

The most dangerous moment in an AI-built app is not when the app is obviously broken. That part is...

Building AI Agents That Don't Hallucinate: A Practical Guide to Function Calling in...

I built an Android widget that learns your app habits — without sending anything to a...

I shipped a Python SDK that lets you monetize any function with one decorator. It works inside MCP...

When Scarab Diagnostic Suite started taking shape, I thought I was building diagnostics. That was...

My agent shipped 12 clean PRs in a weekend. The product still isn't live three weeks later. The...

Today's Highlights · Hyundai Motor completes full acquisition of Boston Dynamics (SoftBank exits at...