Deep dives into AI agent engineering, context engineering, and workflow automation. Learn how to ship faster with smarter agents.
Five skills. Fully open source. MIT licensed. Free forever. Why give away what we could sell? The math says 1000 free users > 50 paid buyers.
97 million SDK downloads. Less than 5% monetized. The Model Context Protocol is becoming the standard for AI agent connectivity. This is 2008 for mobile apps.
Ask an AI to find bugs, it finds 47 issues. 43 are false positives. The sycophancy problem and how adversarial verification fixes it.
Compass catches landmines before code. Blueprint locks architecture. Liftoff enforces merge checklists. Mirror surfaces patterns. Four skills, one workflow.
The context window is finite. Past 60% utilization, more context makes agents actively worse. Here's how to design around it.
Bug-finder agents find bugs. Adversarial agents try to disprove them. A referee decides. The result: only real issues.
Searching 200 files for "sleep" returns noise. BM25 + semantic search returns meaning. The QMD + recall pattern.
How OpenClaw orchestrates coding agents. Business context stays with the orchestrator. Code context goes to Codex. Never mix them.