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Part 7 — Deployment, Lifecycle and Deprecation

Thesis of the part. Agents, models, prompts, tools, MCP servers, schemas, embeddings and indexes have a lifecycle. Treating AI as software without versioning, without rollback and without a deprecation plan is the most predictable way to generate incidents.