Research
Short, factual, architecture driven.
Provenance first output
Why decision traces matter
- Artifacts over opinions
- Reviewable execution paths
Execution governance
Policy and responsibility boundaries
- Gates enforce intent
- Reason codes and IDs
Cost discipline
Predictable usage patterns
- Plan, then execute
- Measure, then optimize