docs(history): add session snapshot for 2026-04-15 part 2" -m "- finalize CanonicalUser contract enforcement (extra=forbid)
- document production-correct AD dual-account and privileged OU handling - record policy-aware identity confidence implementation status - capture explainability improvements in identity output semantics - note Entra admin-consent as external blocker with clean handoff next steps
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# Session snapshot - 2026-04-15 (Part 2)
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**Branch:** main
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**Status:** Clean working tree, no staged changes
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---
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## Session goals
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Capture and lock in the completed identity architecture work so the next session can resume immediately when Entra admin consent is available.
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---
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## Accomplishments
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- Finalized and enforced the CanonicalUser contract, including strict validation behavior with extra-forbid constraints.
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- Completed a production-correct AD pipeline, including handling for dual-account and privileged OU scenarios.
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- Implemented policy-aware identity confidence logic and validated expected behavior.
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- Improved output semantics so responses explain why decisions were made, not only what was returned.
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- Confirmed Entra readiness state is blocked only by admin consent, not by schema or implementation quality.
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- Reached a stable pause point with no known broken flows and no active regression indicators.
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---
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## Technical debt / pending
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- Entra integration remains pending external admin consent.
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- Manager resolution work remains open.
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- Explicit identity health MCP tool remains open.
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- Post-consent validation run is still required once credentials are approved.
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---
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## Next steps
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1. Obtain Entra admin consent and approved credentials.
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2. Plug in Entra credentials without schema changes.
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3. Run identity correlation validation to confirm confidence scoring with live Entra signals.
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4. Choose one focused follow-up track:
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- Manager resolution, or
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- Explicit identity health MCP tool.
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5. Capture results in a new snapshot after first post-consent validation pass.
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---
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## Handoff note
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You are pausing in a high-quality state: core contracts are hardened, AD logic is production-aligned, confidence policy is active, and Entra is waiting on access approval rather than engineering rework.
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