AI Agents & Automation

Originally published on vengstudio.online. Agent or chatbot A chatbot answers along...

Agents Are Not the Architecture Today, everyone is trying to build agents. Everywhere we...

Ask an infrastructure team how many virtual machines they run and they'll give you a number. Ask...

A completeness law — independently confirmed by engineering, cybernetics, and economics — names the five elements any viable system must contain. The current AI

Cross post Building Anvil Anvil did not start as a 'stack'. It still isn't, really, it is...

Agents are moving from demos to touching money, infrastructure, and customer data. Sentinel SCA is a...

When both the publisher and the consumer of a dependency are autonomous agents, the inherited software supply-chain model breaks. Here's the failure mode, and t

The demo ran flawlessly for three weeks. Every test input parsed clean, every output routed...

Enterprise AI agent adoption in 2026: key use cases, integration patterns, governance, and ROI. A practical guide for CTOs deploying AI at scale.

A Chain knows every step before it runs. You define step one, step two, step three — and it executes...

AI coding agents are expensive — not because models cost too much per token, but because they send...

Working with AI Means Thinking More, Not Less Yes, this text is long. Yes, it repeats...

One day I had the AI keep building out a feature, and partway through something felt off: replies got...

Most AI agent products say they can "search the web," but they often collapse several very different...

Medical cases that stumped specialists for years are now being cracked open - and the method behind...

If you work with AI coding agents, you have probably seen SKILL.md mentioned and wondered what it...

You wrote a skill. The instructions are clear, the logic is sound, and your AI agent never uses it....

AI agent skills are easier to build than they look, and they scale from a simple markdown file to...

How Our AI Agents Built a Cross-Platform UI Sketcher in Record Time At Pixel Office, we're...

A chatbot answers in one shot. An AI agent runs in a loop, uses tools, and acts — Thought → Action →...

Body: Hey everyone 👋 I've been building hermes-agent-skills — a production-grade skill collection...

Most weeks in the agent economy look like a pile of unrelated announcements. This one had a theme...

How to run Rust code inside a hardware TEE that calls OpenWeatherMap — without the API key ever...

AI agents are great at producing text. But the moment you need an actual document — an invoice, a...

swarm-test v0.3.4 adds automatic agent role classification. The tool now figures out what each agent...

Learn how frontend developers can evolve from crafting simple prompts to building sophisticated AI agents with this clear, step-by-step guide.

Run AI model failover drills with schema-safe retries, fallback contracts, circuit breakers, golden tasks, and recovery logs before provider issues hit users.

₹85,000 per month. That was the AI API bill sitting in my client's inbox when they called me in a...

Financial advisors have a dirty secret: they spend almost half their working hours not advising...

Most agents drag their entire past into every turn. A better default: keep a thin index of what was...

The itch Ask ChatGPT or Claude "what was Reliance's operating margin last quarter?" and...

Three months ago, I noticed something frustrating. When incidents happen, engineers often spend more...

An agent turned five stickies into a mind map on a perfect ring and computed none of the coordinates. The lever in an agent-operated tool is the deterministic p

Last year I gave Claude Code a process so it would think before it codes. This year I gave it a team: an issue-maintainer that turns ideas into tickets, an orch

There's an uncomfortable fact under all the WebMCP excitement, and the skeptics are right to keep...

If you've been following the AI market lately, you already know the headline numbers: DeepSeek V4...

The real valuable capability MCP offers over skills/CLI is isolating the auth flow outside of the agent’s context window, and potentially out of the harness com

I have been building software with coding agents across more than isolated functions and local fixes....

A BuildrLab archive roundup of AI news and developer signals from June 5, 2026, led by: Harness engineering: Leveraging Codex in an agent-first world

A BuildrLab archive roundup of AI news and developer signals from May 26, 2026, led by: DeepSWE: A contamination-free benchmark for long-horizon coding agents

Zero-Touch OAuth for MCP, Azure Serverless AI Agents, GitLab 19.0 AI DevSecOps ...

Today's AI news is less about a single flashy demo and more about where the money, risk, and real-world work are moving.

The Fragmentation Problem If you've tried keeping up with Chinese AI models in 2026, you...

Hey everyone. I'm finally jumping into the DEV community to share what I'm learning while building in...

The Sun is not a static, gentle star. It is a churning, magnetic powerhouse that bathes our solar...

The software community is currently trapped in a loop. Open up your feed on any given day, and...

There are two kinds of AI agent in production right now. The first one you babysit. You tweak its...

TL;DR what: AutoJack chains three weaknesses in AutoGen Studio's MCP WebSocket so an...