Built-in APM for vibe-coded apps so your AI can fix them
Source
richchetwynd
Author
richchetwynd
Date
Terms in this piece · Glossary
MCP — The Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Shows a working pattern for closing the loop between AI-built apps and AI-driven fixes: observability surfaced as MCPThe Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.Full definition → tools so an AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → can diagnose and redeploy without a human wiring up monitoring.
