Adaptive next-wave roadmap

The Adaptive Intelligence execution plan is complete. This next wave turns the completed adaptive foundation into deeper enterprise analytics, stronger remediation governance, and optional operator-facing product surfaces without weakening the review-first safety model.

Completion baseline carried forward

Completed Adaptive Intelligence lane	Proof surface to protect
Scenario packs and layered governance	adaptive_diagnosis.load_layered_scenarios(), layered_scenario_pack_report(), validate_layered_scenario_packs()
Learning loop and calibration	sdetkit adaptive learn record, sdetkit adaptive learn summarize, candidate_calibration=... evidence
Operator experience	sdetkit adaptive brief, PR comment output, example gallery, fixture corpus
Safe remediation expansion	safe-fix plans, assisted patch plans, fix-audit records, post-fix proof enforcement
Enterprise scale	portfolio rollup, enterprise governance report, anonymized export, integration-adapter contract validation

Next-wave priorities

Priority	Work item	Outcome	Acceptance check
NW-P0	Enterprise analytics rollup metrics	Convert portfolio and fix-audit evidence into leadership metrics.	Done: sdetkit adaptive enterprise-analytics reports remediation success rate, missing-proof rate, failed-proof rate, top recurring source codes, top risky repos, and mean time to proof when timestamps are available.
NW-P0	Remediation governance policy pack	Make remediation guardrails configurable without allowing unknown auto-fix.	Done: sdetkit adaptive remediation-policy validates policy files, safe-fix plans, assisted patch plans, proof requirements, changed-file scope, and unsafe expansion attempts.
NW-P1	Next-wave dashboard artifact	Produce a static local dashboard from adaptive artifacts.	Done: sdetkit adaptive dashboard emits build/sdetkit/adaptive-dashboard.html with local links for diagnosis, brief, portfolio, fix-audit, governance, adapter, analytics, and remediation-policy artifacts.
NW-P1	Cross-repo anonymized learning import	Let teams consume anonymized organization learning without exposing repo details.	Done: sdetkit adaptive learning-import validates redaction policy, rejects raw paths/private identifiers, and emits local calibration hints.
NW-P2	Hosted/managed readiness boundary	Define what can be hosted later and what stays local-only.	Done: hosted readiness boundary docs separate local-only evidence, optional managed inputs, privacy controls, and unsupported data classes.

Current next-wave progress

Completed next-wave items	Total tracked items	Progress	Latest completed item
5	5	100%	Cross-repo anonymized learning import and hosted readiness boundary.

Latest completed next-wave PR

PR: Finalize adaptive next-wave learning import and readiness boundary

Delivered:

1. Added sdetkit adaptive learning-import for anonymized cross-repo learning validation and calibration hints.
2. Rejects unredacted private fields, raw paths, and private file identifiers before import.
3. Added hosted/managed readiness boundary docs for local-only evidence, optional managed inputs, privacy controls, and unsupported data classes.
4. Completed the adaptive next-wave roadmap at 5 / 5 items.

Next-wave completion status

The adaptive next wave is complete. Future PRs should focus on hardening, operator feedback, and bug fixes rather than expanding hosted behavior before the readiness boundary controls are implemented.

Guardrails for the next wave

1. Do not turn unknown review-required diagnoses into automatic fixes.
2. Keep every analytics output traceable to local JSON/JSONL evidence.
3. Redact repo-private identifiers before any cross-repo learning export or import.
4. Prefer deterministic static artifacts over hosted behavior until privacy boundaries are documented.
5. Keep every new lane represented in CLI help and docs navigation.

Progress tracking rule

Every next-wave PR should update this page with:

• completed next-wave item count,
• exact progress percentage,
• latest completed item,
• next recommended PR,
• validation commands.