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0.10.1 — trustworthy scientific evaluation loop

Formal release identity, checks, limitations and links for Harbor Self-Evolving 0.10.1.

Released 2026-09-26. Formal source tag: v0.10.1.

Shipped

  • Formal Candidate Experiments execute only the exact harbor-dsh-evaluator/v2 bundle through a strict private Dataset adapter; Dataset verifiers and v1 fallback cannot become score authority.
  • Trusted Evaluation Reports, content-addressed Job bundles, cross-artifact Evaluator identity, score suppression and execution-failure handling keep invalid evidence out of quality conclusions.
  • Repeat-aware Experiments, paired uncertainty, immutable Promotion reports, exact Policy snapshots and stronger Docker/environment invariants make governed comparison auditable.
  • Historical diagnosis, Candidate-bound business observations, independent Ground Truth meta-evaluation and confirmed badcase drafts preserve their distinct evidence boundaries.
  • Diagnostic, experiment and governed product profiles reveal only the controls justified by their evidence level.
  • Plugin, Skill and Python Adapter identities align at 0.10.1, with 34 public schemas in both packages.

Release repair

0.10.0 published to npm, but clean Linux tag/PyPI workflows exposed two release-test portability issues before any Python artifact was built. Public tags and package versions were not moved or overwritten. 0.10.1 contains the same runtime behavior with stable test-helper imports and a bounded shared-runner response budget, and supersedes 0.10.0.

Verification

The 0.10.1 archive records local automated evidence, the 0.10.0 failed-release evidence, and the coordinated 0.10.1 publication status.

Limits

Warning

Automated source verification does not establish real-provider business quality. Authenticated manual GUI acceptance and a paid/real-provider Candidate Job were not performed.

Default Host mode is unrestricted and not sandboxed. Historical results never become Promotion Gate evidence, and a Job seal is a content-integrity receipt rather than an external signature.