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04Personas/ Builders

Developer / Architect

Builds the pipeline where most controls actually live.

You are accountable for
  • Controls as platform defaults, not per-team homework
  • Prompts, configs, and evals in the same lifecycle as code
  • Clear guardrail APIs: screening, grounding, identity, quotas
What keeps you up at night
  • An indirect injection turning retrieved content into commands
  • A prompt tweak shipping a behavior change no eval caught
  • Being handed 'comply with the policy' with no enforcement primitives
Decisions you own
  • Structure the pipeline: screen input, ground generation, validate output
  • Wire eval gates into CI for every prompt/model/retrieval change
  • Scope every credential — app, tool, agent — to least privilege
Questions you should be asking
  • What does the platform give me for free: screening, logging, evals, identity?
  • Where are the approved patterns for RAG, agents, and tool use?
  • How do I test against injection and jailbreak before launch?