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2.30.0
Added
- Harness engineering workflows for suite diagnostics, held-in/held-out evaluation,
multiple candidate comparisons and project experiment history. - Guided native decision tuning with saved experiments, labels and rationales,
uncertainty selection, random audit samples and sealed-test evidence. - Credential-free setup checks and offline synthetic tuning practice so developers
can explore the workflow before configuring a model or paying for execution.
Fixed
- Reject candidate adoption based on incomplete, ungraded, smoke-only,
contradictory or regressed held-out evidence. Accepted experiment candidates
do not automatically overwrite or activate a project harness. - Drain desktop background writers before database shutdown, reject new work
while closing, and improve ACP, Codex and terminal subprocess cleanup. - Update compatible Authlib, certificate trust, DNS and filesystem dependencies.
This is the Python publication of the harness changes prepared under 2.26.0,
alongside the macOS 0.2.0/build 14 Public Beta. Known dependency and lifecycle
findings remain documented in apps/macos/RELEASE-READINESS-0.1.12.md.