Deep dives into AI agent engineering, context engineering, and workflow automation. Learn how to ship faster with smarter agents.
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.