Agent Versioning and Rollback Strategy Cheat Sheet
blaizedsouza · x · 2026-08-18
Agents require the same discipline for versioning and rollback as regular services due to frequent changes. The core principle is that rollback must be possible in under 5 minutes.
Key practices include:
- Version prompts, tools, and orchestration logic together.
- Keep previous versions runnable.
- Use canary or percentage-based rollouts.
- Monitor quality and cost per version.
- Support one-click or automatic rollback.
- Document changes in each version.
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