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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

  1. Pick spec template
  2. Require spec PR before agent PR
  3. Lint spec completeness
  4. Review agent output against spec

In your assessment

Spec workflow adoption + agent PR quality review