Deployment Strategies

Master deployment strategies for AI agents including staging, canary releases, and rollback procedures

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Introduction

Staging & Testing

Rollout Strategies

Monitoring & Rollback

Key Takeaways

Safe deployments are a skill. Test in staging, deploy gradually (canary 1%→100% or blue-green 0%→100%), monitor obsessively (errors, latency, satisfaction), and prepare instant rollback (<5 minutes). Bad deployments destroy trust; good deployments build confidence. Always have a rollback plan.

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Your Deployment Strategy

Start conservative: Full staging tests, gradual canary rollouts (1%→5%→10%→25%→50%→100%), 24-hour monitoring, documented rollback procedures. As confidence grows and monitoring improves, you can accelerate (faster rollout steps, blue-green for low-risk changes). But never skip staging. Never skip monitoring. Never deploy without a rollback plan.

← Monitoring & Rollback