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docs(harnessx-removal): the plane replaces HarnessX in README, docs and specs (task 8)
README: "Configuring the HarnessX agentic plane" becomes "The agentic plane (ax)" (ousast plane run|status|doctor|remember, per-task Model, budget and egress, pointer to ops/ax/README.md, one tagged retirement line); "The HarnessX self-improving cycle" becomes "The self-improving cycle", and its MetaAgent paragraph is replaced by the memory proposer (`ousast improve --memory`, provenance, train-on-test guard). The fusion panel_model/decider_model lines and the [harnessx] spend caps are gone. The README reference test now passes without its strict xfail. docs/examples.md section 6 runs the plane; docs/threat-model.md describes the per-task EgressPolicy, the usd/calls budgets and the start-request credential path. RELEASE_NOTES.md gets an Unreleased entry: HarnessX removed, the retired keys and their errors, the silent loss of the second hunter for users who set [models] hunter, and the plane as the agentic path. Dated retirement notes (2026-09-30) head the requirements, design and brief of harnessx-self-improving-rulesets, learning-harness, three-stage-scan and openrouter-sast-harness, and follow the spec table in steering/overview.md; history is unchanged. All tasks are checked, so spec.json moves to implementation-complete. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
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# Unreleased
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## HarnessX removed; the ax plane is the agentic path (2026-09-30)
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HarnessX, the optional agentic extra (`openultrasast[harnessx]`), is removed with its code,
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packaging extra and lock entries (retired 2026-09-30). Agentic work runs on the ax plane:
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`ousast plane run|status|doctor|remember`, with one Model and one `usd`/`calls` budget per
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task, deny-by-default egress per task, and the provider key sent only in the task's start
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request. See [ops/ax/README.md](ops/ax/README.md). Deterministic outputs (pair replay,
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quick benchmark, standard scan, `improve --dry-run`) are byte-identical before and after.
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Retired config keys (retired 2026-09-30):
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- `[models] verifier` fails with `RetiredConfigError` (the CLI prints it and exits 2): LLM
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verification runs on the plane (`verify` + `agree`). Remove the key.
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- `[fusion] panel_model` and `[fusion] decider_model` fail the same way: fusion is
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deterministic; independent LLM agreement is the plane's `agree` task. Remove the keys.
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- A `[harnessx]` section (retired 2026-09-30) loads with one warning naming the plane and is
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otherwise ignored.
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**Silent change for `[models] hunter`.** If you set `[models] hunter` and had the extra
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installed, a standard scan ran two LLM hunters: the MAP-stage tool hunter and the
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HarnessX hunter pool (findings with ids `hx-hunter:<path>:<line>`). The key is still
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valid and still enables the tool hunter, so nothing fails and nothing warns, but the
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second hunter's findings no longer appear. Repository-wide LLM hunting runs on the plane
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(`verify` passes and `agree`).
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The LLM judge, the LLM fusion panels and the in-loop hosting of deterministic stages are
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retired without a local replacement. `ousast improve --memory` now proposes rule-status
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edits from the plane memory, through the unchanged validator and gate.
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# v1.2.0-alpha.1
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Experimental pre-push security safety net for AI-accelerated development. Python package
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