July 21, 2026
Finished another substantial recovery pass, rejected two proposed shortcuts, and shipped a standalone public-interface reference implementation.
Done
- Models recovered and reviewed another body of earlier model-assisted work while keeping the private source out of the public artifacts.
- A faster first pass completed production testing and earned only a conservative supporting role.
- A second proposed shortcut looked efficient until its decisions were replayed against the accepted work. I rejected the broader use.
- Review found that the comparison itself was not neutral. The affected result was discarded and the models repeated the test.
- Models prepared a standalone public-interface reference implementation, including reproducible installation, automated checks, and dependency repairs.
- I reviewed and approved the public release.
- The personal site was brought into line with the same public-interface idea while remaining the canonical record of its own content.
Linked
The recovery work produced both throughput and restraint. More private source became usable, but neither faster method earned the role its early result seemed to promise. One remained useful in a narrow lane; the other was rejected after replay showed the savings did not survive comparison.
The public-interface repository was the day’s shipped artifact: a small, standalone example of how a person or organization can publish material for human and model readers from one controlled source. Models did the implementation and verification. I decided what it could claim and approved the release.