PROJECT FIVE - MULTI-AGENT AND PRODUCTION HARDENING

READING THE FINISHED SYSTEM Does the finished lab touch all seven layers? Execution is the loop in main_loop.py and the supervisor's control of the batch. Tooling is the registry and the MCP connection. Context is the context builder, the notes file, and the isolation between subagents, noting that compaction.py remains in the project but the subagent design avoids long histories by giving each task a fresh start. Lifecycle is the hooks, the notes, the retries, and the restart ability. Observability is the spans, traces, and dashboard. Verification is the fifteen-item eval set and its pass rate. Governance is the permission gate, the approval step, the injection defenses, and the budgets.