AI-Native SDLC Playbook L13: Closing the Loop with Monitoring
Stage 6 is both the endgame and the starting point of the AI-Native SDLC: a monitoring script detects an anomaly → Claude writes a diagnosis as intent.md → it flows through the entire development pipeline. Humans shift from 'starting work' to 'triaging and reviewing work.'