Evidence and limits
Evidence Note: Plan-first Claude Code companion running a seven-stage headless pipeline (Architect, Approval Gate, Builder, Medic, Reviewer, Security, Pilot); live execution is double-gated (plan must be approved AND ADEPTLY_LIVE=1 set), and every run writes an append-only audit.jsonl plus a token-usage ledger with estimate-vs-actual cost.
Last reviewed: 2026-08-29
What was reviewed: README reviewed only; no runtime test recorded
Source and review details
Snapshot Date: 2026-08-29
Snapshot Commit: 4eb84c3450aea7d4fbd88304efa0c5636a411b4b