v0.2.0: standalone source and durable task continuation

Adaptive Inference now preserves its implementation and the source needed to reproduce the shipped Strata/Hermes integrations in this repository and in the complete source download. Old upstream PRs remain useful history, but are no longer required to reconstruct that source.

This release adds durable task checkpoints and a resumable feedback runner, optional sustained-memory-headroom admission, explicit context planning, and an offline preservation workflow. The long-term goal is an always-on agent that yields resources to the user and its tools and resumes its original task. Full machine-wide coordination and installed-agent restart integration remain in development.

Downloads

• adaptive_inference-0.2.0.tar.gz is the complete source archive: portable code, tests, documentation, CI, complete pinned integration baselines, overlays, licenses and the original reference files actually used. It is approximately 148 MB.
• adaptive_inference-0.2.0-py3-none-any.whl is the small installable runtime. It does not contain the integration source archive.
• SHA256SUMS identifies the exact downloads. release-validation.json, source-artifact-validation.json and wheel-validation.json record their verification.

The complete source restores 25,177 resulting integration files without fetching upstream repositories. Python network access and Git transports were denied during the check, including a positive control that verifies HTTPS was refused. This is a controlled reproduction check, not an operating-system network sandbox. A fresh unpacked download also passed restoration beneath a deep Windows path. The preserved references include their original licenses and source revisions; attribution remains beside actual reuse.

Validation

• 95 portable software tests and 16 preservation checks pass on Windows, Linux and macOS with Python 3.11 and 3.12.
• An additional Linux CI job restores and independently verifies the complete preserved source.
• The exact source download passes the archive-owned offline restoration and verifies all 13 archived reference files.
• The exact wheel installs independently of the checkout, preserves all 14 runtime modules and five license/notice files, and passes dependency, HTTP demo and separate-process task-resume checks.
• Process-restart tests retain the original objective and corrective feedback, reject a competing owner, and refuse to repeat an interrupted ambiguous effect automatically.

These checks use software fixtures and deterministic callbacks. Earlier real-model evidence remains explicitly scoped to the existing IQ3_S model on the recorded Strata composition; this release does not claim a new model benchmark, automatic recovery after physical power loss, native qualification of all eight engines, or installed qualification of all ten agent recipes. Full inference model weights and machine-specific native executables are not bundled. Exact upstream source snapshots retain their original small support/test assets.

Source: 45fe39836193b1fb3dc4fa375d6662410a70ad7b. Artifacts were built from canonical Git bytes at 489270dc1e319b32e7450473f9a9845c30cc076f, whose source tree is identical to the release merge commit (dba03a66873813d1067294000fffbd6e3c70bbbd).

CI for the release commit · Preservation contract · Reproduction instructions · Evidence and limits · Always-on goal

This is an alpha prerelease. Engine-specific and agent-specific contributions will consume this canonical project through their supported extension paths.