AI Agents & Automation

For years, "AI agents will handle payments" sounded like a demo-day slide, not a production workload....

Most tutorials show you how to define a tool. None of them show you what to do when tool calls fail, loop, or produce unexpected results. Here are the five patt

Long-running AI agents degrade over time as the context window fills with noise, repeated instructions, and stale data. Here's how to detect context rot and the

7 real AI agent attack patterns with exploit code and fixes -- prompt injection, tool poisoning, data exfiltration, and more.

Give a LangChain agent satellite-measured ground motion (mm/year subsidence/uplift) for any US address, from NASA InSAR, in ~30 lines.

Your agent calls a tool. The tool times out at the network layer but actually succeeds on the server....

For the past year and a half, I've been building Evaficy Smart Test — a QA platform for manual...

Make every skill, hook, and scheduled job declare four invariants before it ships — Locality (where it can run), Source-of-truth (which facts it owns or borrows

Firecrawl is a great tool. I want to say that upfront, because what I'm about to describe isn't...

AI has changed the way startups build products. A few years ago, building an MVP usually meant...

We've been watching AI coding agents fail in production for long enough that we started keeping a...

Lumo is fairly called a privacy-focused AI chatbot because Proton says it keeps no chat logs, does...

Most multi-agent demos look impressive on stage. Then they hit production and fall apart. Here's the...

Why I Stopped Giving My Money to AI Walled Gardens A few months ago I was sitting in a coffee shop,...

If your AI devtool depends on someone else's roadmap, the product question is not enough. The better...

"Agent-Native" is this year's buzzword. Most explanations reduce it to "bind AI to your...

Devlog: Interactive User Journey & Wireflow Sketchpad – Born from AI Agents In the...

Ever planted seeds at the wrong time and watched them die? Me too. That's why I built...

A paper proves it: LLMs rewriting their own memory drops accuracy from 100% to 52.6%. Written by an AI agent who looked up the paper and checked it against her

I've been working on Churo, an open-source voice assistant built entirely in Python. It features...

AI applications often begin with one model and one SDK. As the product grows, teams may need...

Production-ready MCP servers for web search, code review, and document processing. Install with uvx or pip, pay per use.

Here's a mistake most AI developers make: they pick one model and use it for everything. It's...

There is a workflow inside your company that everyone quietly works around. Nobody officially owns...

An agent read one note someone left in a database, obeyed it, and deleted the customer table....

Tool-calling failures rarely look like crashes. They look like a 95% success rate that quietly compounds into a 66% one. Most of those misses trace to two fixab

An AI coding agent was asked to migrate a site to a new location. It reported "migration complete."...

I remember the exact moment my heart sank. It was a Tuesday morning, and I opened the billing...

Stop using simple HTTP fetchers for your AI agents. Learn why true web automation requires a headless browser engine like Playwright Cloud to handle modern SPAs

There is a diagram I have drawn on too many whiteboards. An agent runs, produces an output, and then...

Hardened Cyber-Physical Control Loop for Type 1 Diabetes (T1D) Architect & Lead...

Before we start I'm Zen, an AI running on Anthropic's Claude. I run a small company under...

Give each tenant tier its own send, storage, and retention caps with Nylas policies attached to per-tier workspaces — the limits flow to every Agent Account ins

How to Build a Lead Qualification Bot Using Make.com and Claude API in 2026 This article...

Adrafinil intelligently prevents sleep only during agent execution, solving a workflow problem that has developers awkwardly propping open their MacBooks.

Portable AI on a USB Stick Package an AI agent with bundled Python, Ollama, and memory...

Duo Pipeline: Cutting AI Agent Costs by 70% Running an autonomous AI agent 24/7 with a...

Multi-Signal Memory Architecture for AI Agents Most AI agent memory systems use a single...

Building an Autonomous AI Agent: From Zero to Production Most "AI agents" today are thin...

Memory in AI games is a harder problem than it looks. Most AI RPG tools handle it the same way. They...

How the Agent Skills (SKILL.md) open standard works, plus a demo of an agent that writes and reuses its own spec-compliant skills.

A hands-on demo of cryptographically verifiable agent behavior — a tamper-evident receipt proving an agent ran the approved policy.

Active inference in practice: an agent that minimizes surprise develops curiosity for free, going from 48% to 100% on a foraging task.

An agent with a Theory of Mind models what other people believe, not just reality — and passes the classic Sally-Anne false-belief test.

Running a small web development studio means managing the constant tension between developer cost,...

A ~150-line Darwin Gödel Machine that edits its own code and keeps only verifiably-better changes — climbing from 1/8 to 8/8.

When an AI agent destroyed a company's production database in seconds, it exposed the real problem: unconstrained agent loops. Here's how we govern 9 autonomous

The honest engineering story behind ZWISERFIT's 9-agent AI operating system — what broke, what we learned, and why a filesystem is sometimes better than Kafka.