Historical PentestGPT redesign

# Historical redesign record

Superseded on 2026-07-11. This page previously described an Instructor/Executor/Judge ledger framework that no longer exists in this repository.

The maintained implementation is a smaller two-role loop:

- one fresh Supervisor chooses a typed task;
- one fresh Executor performs the leased task;
- deterministic compilers and a SQLite Memory Kernel own canonical state;
- the external `unified-agent` package adapts Claude Code and Codex;
- there is no mandatory judge, RAG layer, speculative backlog, or parallel scheduler.

See the current architecture document and domain model. Git history retains the former interactive decision board if the abandoned design needs to be reconstructed.