Development

Prompt and model releases

• A Version Id That Survives a Prompt Hotfix
• Feature Flags for Model Swaps: Pinning and Canaries
• Linking a Prompt Version to Every Model Call
• Separating Prompt Changes from Code Deploys
• A Prompt Compressor That Keeps the Facts
• A Rollback Plan for a Prompt or Model Change
• A Variable Rename in a Prompt Template: Finding Broken Calls
• Canary Metrics for an Agent-Backed Feature
• Canary Releases for Prompt Changes: Traffic Splits and Rollback
• Naming Prompt Variables a Template Engine and a Model Respect
• Per-Endpoint Output Limits: A Configuration Table and Rollout
• Pinning a Prompt Version Without Freezing the Agent
• Reading a Prompt Diff as a Reviewer: Lines, Variables and Order
• Rolling Back a Prompt Without Rolling Back the Deploy
• Storing Prompt Versions in Postgres: Schema and Immutable Rows
• Versioning System Prompts Alongside Your Application Code
• What a Model Swap Does to Your Prompt: Tokenizer Drift
• When a Prompt Change Needs a Human Review and Sign-Off