---
id: ADR-pool.ai-runtime-foundations
status: Pool
parent: PRD-GZKIT-1.0.0
lane: lite
enabler: ADR-pool.release-hardening
---

# ADR-pool.ai-runtime-foundations

## Status

Proposed

## Date

2026-02-11

## Parent PRD

[PRD-GZKIT-1.0.0](../../prd/PRD-GZKIT-1.0.0.md) -- Phase 7: AI Runtime Foundations

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## Intent

Add operational AI runtime controls so non-deterministic behavior is observable, governable, and reversible before broader post-1.0 autonomy.

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## Target Scope

- Add runtime observability for AI-assisted flows (input/output traces, latency, cost, and failure attribution).
- Add prompt/policy version lineage and rollback references.
- Record guardrail outcomes (blocked, retried, escalated) as explicit events.
- Establish a calibration loop where production signals feed roadmap prioritization.

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## Dependencies

- **Blocks on**: ADR-pool.release-hardening
- **Blocked by**: ADR-pool.release-hardening

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## Notes

- This phase creates foundational reliability surfaces required for eval gating and progressive agency.
- Outputs should be consumable by `gz state` / `gz status` style workflows, not only raw logs.
