I Did Not Accidentally Fail to Build a Fully Autonomous System
Why I intentionally built governed AI systems instead of fully autonomous ones. SMALL Protocol, Musketeer, loopexec, and the case for commanded AI over hands-free AI.





Why I intentionally built governed AI systems instead of fully autonomous ones. SMALL Protocol, Musketeer, loopexec, and the case for commanded AI over hands-free AI.
The Reaper CLI project: corpus ingestion to NDJSON, SQLite search, and a deterministic live REAPER bridge. Phase 1.2 learnings including dedupe, section inference, and trigger extraction.
loopexec is a bounded loop execution runtime for multi-agent systems. Companion to SMALL Protocol. Ralph loops across local and remote agents with explicit bounds and vendor-neutral design.