Prompt Engineering
Advanced

Prompt Versioning and Rollouts

Ship prompt changes through controlled release processes.

35 min
3 sections
versioning
release
change-management
1
2
3

01. Prompts are production artifacts

Section 1 of 3

A prompt change can alter customer experience, support decisions, code generation, or internal operations. Store prompts in code, review changes, run evals, and release with the same seriousness as application logic.

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Prompt release checklist:
- Prompt diff reviewed.
- Fixtures updated.
- Evals pass with no critical regressions.
- Security cases pass.
- Rollout flag configured.
- Monitoring dashboard ready.
- Rollback version identified.
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