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Production AI Radar
Spec-driven agent development
Structured specs (OpenSpec, Spec-Kit) as feedforward control before agent codegen.
TrialPlatform & DevExNew
- Why this ring
- Reduces architectural drift from unconstrained agent output - pairs with CI feedback sensors.
- Production risk if ignored
- Agents implement wrong problem confidently when spec is vague or missing.
- Typical effort
- weeks
- Low FinOps impact
Use cases
- Coding agents at scale
- Feature implementation agents
- Refactor automation
Adoption steps
- Pick spec template
- Require spec PR before agent PR
- Lint spec completeness
- Review agent output against spec
In your assessment
Spec workflow adoption + agent PR quality review