Adaptive Intelligence Toolkit progress tracker¶
This tracker keeps the Adaptive Intelligence Toolkit roadmap measurable after every follow-up PR. It is the quick answer for: how much did we achieve, what changed in the latest pass, what should the next PR do, and what follow-ups must stay on track?
Current progress snapshot¶
| Scope | Completed | Total | Progress | Status |
|---|---|---|---|---|
| Immediate backlog | 8 | 8 | 100% | Immediate backlog complete; continue into Operational readiness/5 follow-ups. |
| Baseline readiness — Externalize the adaptive intelligence database | 4 | 4 | 100% | Built-in scenarios are data-backed and schema validated. |
| Release readiness — Close the learning loop | 3 | 3 | 100% | Learning records, summaries, promotion/exampletion, and calibration are active. |
| Platform readiness — Trust-grade operator experience | 3 | 3 | 100% | Operator brief, PR comment mode, and example gallery are complete. |
| Operational readiness — Safe remediation expansion | 4 | 4 | 100% | Safe-fix, assisted patch-plan, fix-audit records, and proof enforcement are in place. |
| Adoption readiness — Enterprise scale | 3 | 3 | 100% | Portfolio rollup, enterprise governance controls, and adapter hardening are complete. |
Completed immediate-backlog items¶
| Priority | Completed item | Proof surface |
|---|---|---|
| P0 | Extract scenario DB to a schema-validated pack. | src/sdetkit/data/adaptive_scenarios.json, schemas/adaptive-scenario-pack.schema.json, loader validation tests. |
| P0 | Add learning event records for adaptive diagnosis. | sdetkit adaptive learn record JSONL events. |
| P0 | Add operator brief artifact. | sdetkit adaptive brief with Markdown, JSON, and PR comment outputs. |
| P1 | Add candidate confidence calibration. | candidate_calibration=... evidence in adaptive diagnosis output. |
| P1 | Add docs example gallery. | docs/adaptive-product-proof-gallery.md with green, safe-fix, unknown-review, recurring-learning, and portfolio examples. |
| P1 | Add fixture corpus for top scenarios. | tests/fixtures/adaptive_logs/ plus parametrized coverage for 20 realistic adaptive failure logs. |
| P2 | Add portfolio rollup. | sdetkit adaptive portfolio-rollup with top-risk scenarios, recurrence by repo, and next owner action. |
| P2 | Harden org-level pack overlay. | Layer metadata, override approval validation, and governance docs for org/private scenario packs. |
Remaining immediate-backlog items¶
All immediate backlog items are complete. Continue with the Operational readiness/5 follow-up queue below.
Latest progress made¶
The latest pass finalized the adaptive next wave by adding anonymized learning import validation and the hosted/managed readiness boundary. Operators can now reject unredacted cross-repo learning inputs, emit local calibration hints, and rely on documented local-only versus optional-managed data boundaries.
Next-wave progress snapshot¶
| Scope | Completed | Total | Progress | Status |
|---|---|---|---|---|
| Adaptive next wave | 5 | 5 | 100% | Next-wave analytics, remediation policy, dashboard, anonymized import, and hosted readiness boundary are complete. |
Latest next-wave completion¶
Completed PR: Finalize adaptive next-wave learning import and readiness boundary
Delivered: cross-repo anonymized learning import validation, privacy-safe calibration hints, and hosted/managed readiness boundary docs. The adaptive next wave is now complete at 5 / 5 items.
Validation commands:
PYTHONPATH=src python -m pytest tests/test_adaptive_learning_import.pyPYTHONPATH=src python -m pytest tests/test_docs_navigation.py tests/test_adaptive_learning_import.py tests/test_adaptive_dashboard.py tests/test_adaptive_enterprise_governance.py
Latest stabilization pass¶
Completed PR: Harden adaptive learning import privacy checks
Goal: keep the completed next-wave feature set stable through targeted redaction hardening rather than new hosted behavior.
Delivered:
- Learning import now rejects private URLs, hostnames, and email addresses in addition to raw paths/files.
- Regression tests cover the new operator feedback privacy examples.
- Hosted behavior remains out of scope until readiness controls are implemented and tested.
Follow-up PR queue¶
| Order | Suggested PR | Target progress impact | Notes |
|---|---|---|---|
| 1 | Continue adaptive next-wave operator feedback hardening. | Maintains 100% completion. | Bug fixes, redaction examples, and docs polish for completed local-only adaptive lanes. |
Operating rule for future updates¶
Every Adaptive Intelligence follow-up PR should update this file with:
- progress percentage after the PR,
- what was completed in that pass,
- the recommended next PR,
- remaining follow-ups and risk notes,
- the exact commands used to validate the update.