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docs(harnessx-removal): the plane replaces HarnessX in README, docs and specs (task 8)

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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
This commit is contained in:
Marius Ciepluch
2026-09-30 12:45:29 +02:00
co-authored by Claude Opus 5.5
parent 800204de87
commit f4bd984fda
18 changed files with 151 additions and 74 deletions
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.kiro/specs/harnessx-self-improving-rulesets/design.md
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# Design Document
> **Retired 2026-09-30:** HarnessX was removed by `harnessx-removal`; the agentic plane is ax
> (`ai-service-plane`), and evolutionary proposals come from the plane memory. History below is unchanged.
## Overview
**Purpose.** This feature splits OpenUltraSAST's single overloaded regex layer — which today is detector, severity authority, and volume knob at once — into three governed owners: **rules detect**, a **central CWE policy decides severity and scope**, and a **single project score** becomes the optimization target. On top of that governance plane it adopts the HarnessX runtime exactly where it pays off — the LLM hunter loop, the LLM-judge verifier, and a meta-harness self-improvement loop that adapts rules and policy gates under hard bounds.
.kiro/specs/harnessx-self-improving-rulesets/requirements.md
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# Requirements Document
> **Retired 2026-09-30:** HarnessX was removed by `harnessx-removal`; the agentic plane is ax
> (`ai-service-plane`), and evolutionary proposals come from the plane memory. History below is unchanged.
## Introduction
OpenUltraSAST today fuses three responsibilities into one regex layer: detection patterns also carry their own severity strings and act as the sole volume control, so a noisy rule can dominate scan output, set its own criticality, and fire forever with no central governance. This feature splits those responsibilities into three governed owners — rules detect, a central CWE policy decides severity and scope, and a single project score becomes the optimization target — and adopts the HarnessX runtime exactly where it pays off: the LLM hunter loop, the LLM-judge verifier, and a meta-harness self-improvement loop that adapts rules and policy gates under hard bounds.