surviving-the-ai-era

Two modes: (1) failure-mode insight → new satirical technique, (2) production disaster → new entry in Real-World AI Failures. MUST trigger when the user provides an external URL and says "add this," "收录," "加个技法," "add technique," "add to README," etc. Also force-trigger for ANY link about AI coding agents, harness engineering, prompt engineering, LLM safety, agent-caused production outages, vibe coding failures, or AI agent security — even without an explicit "add" request. Core workflow: fetch → check relevance → deduplicate → draft → review with user (output draft, ask for feedback) → insert → verify.