Data flow

Trace how repository context becomes reviewable, publishable GitLab issues with full auditability.

Trace how repository context becomes reviewable, publishable GitLab issues with full auditability.

Ingestion

  • Provider APIs supply repo tree, CI config, and branch metadata.
  • Graph builder materializes nodes/edges; snapshot stored with optional R2 ref.
  • Events: audit.ingestion_completed, audit.graph_built.

Analysis

  • Specialists consume shared graph payload in parallel lanes (repo vs runtime).
  • Findings cluster by category/asset; synthesizer produces issue candidates.
  • Rejected candidates persist as artifacts with validation errors.

Governance

  • Human review in /app before publish: the review gate prevents direct agent-to-GitLab publish.
  • Work item attributes automation applies labels/metadata on publish.
  • Reconciliation detects drift between local snapshot and remote issue.

Related links

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