Agent demos fail in production for boring reasons that have nothing to do with model quality. The controls that close…
What actually changed with agentic AI, where it works today, the compounding reliability problem, and a four-question test for whether…
AI agent platforms split into three groups that get compared as one. Which group fits, what to evaluate in order,…
Agents comment, humans commit. What genuinely works in repository automation, the permission model that keeps it safe, and why auto-fixing…
Browser AI automation reaches systems that have no API. It also holds all your logged-in sessions. When to use it,…
OpenClaw is a TypeScript AI agent runtime for chat platforms, with Telegram, Discord and WhatsApp built in. What it actually…
What a desktop AI agent changes, what it is genuinely good at, and the repeatability trade-off nobody mentions when comparing…
Claude Code is strong at bounded, checkable work inside an existing codebase and unreliable at judgement. A task-by-task verdict table,…
An operational definition of agentic AI for technical decision-makers: the five-rung capability ladder, where the determinism boundary belongs, what agents…