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Architecture

Responsibilities

Component Owns Must not own
Requirement documents User intent and acceptance criteria Runtime credentials
AI compiler Draft conversion from grounded documents to a static spec CI verdicts or runtime healing
Human review Approval of the document/specification diff Hidden out-of-band expectations
Hurl adapter Deterministic requests, captures, assertions, and exit code Requirement invention
Triage Evidence classification and proposed next action Automatic assertion changes

Trust boundary

An AI assistant is outside the CI decision boundary. It may create a reviewable text change before a run and summarize evidence after a run. During the run, the committed specification, injected variables, target API, and Hurl binary are the complete execution inputs.

Runner variables may contain loopback or environment URLs and secret references. Secret values are injected by the consumer's CI secret store and must never be rendered into specifications or reports.

Reproducibility controls

  • Hurl is version- and checksum-pinned.
  • Specifications create their own synthetic data using a unique run identifier.
  • Fixed sleeps are avoided; asynchronous behavior should use bounded polling.
  • A failing specification is evidence of drift until the product contract is deliberately changed.
  • CI has read-only repository permissions and does not upload caches or artifacts.