The agent-native software factory
Guides on building, governing, and scaling an agent-native software factory, plus write-ups of the podcasts and talks behind the ideas.
Within Delivery & Maintenance
AI Coding Agents
Maintenance
Removing stale feature flags with coding agents
Feature flag cleanup requires proof that a flag is stale. Coding agents can remove the obsolete branch and evaluation call while testing the permanent behavior.
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Observability
Coding agent observability that reviewers can verify
Coding agent observability work needs stable signal names, bounded cardinality, and behavioral evidence. Learn how to review instrumentation changes.
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Observability
Telemetry schema checks for coding agent changes
Telemetry schema checks for coding agent changes keep metric, span, and log attributes stable, bounded, and safe for downstream systems.
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Software Supply Chain
SBOM automation for coding agent changes
SBOM automation should track resolved components, provenance, and release artifacts. Learn how coding agents can update inventories without overstating coverage.
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Release Management
Release note automation with coding agents
Release note automation needs verified scope, audience-aware language, and links to evidence. Learn how coding agents can draft notes without inventing impact.
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Software Supply Chain
Safer dependency updates with coding agents
AI dependency updates need more than a version bump. Scope compatibility work, inspect transitive changes, run focused tests, and keep every update reviewable.
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