Complete procedures with a way back.

Build a server-only OpenAI integration with project-scoped service accounts, tenant authorization, application quotas, project spend alerts, privacy-preserving audit events, retention controls, key rotation, and tested incident recovery.

Design agent working memory, persistent conversation state, compaction, and durable facts as explicit governed application systems with tenant isolation, confirmation, provenance, minimization, TTLs, correction, verified deletion, evaluation, cost monitoring, and rollback that cannot resurrect prohibited memories.

Build a governed RAG knowledge lifecycle for document updates and deletion, immutable lineage, tenant ACLs, PII minimization before embeddings, retention and legal hold, multi-index consistency, deletion verification, encrypted backup, isolated restore, derived-index rebuild, and rollback that never resurrects prohibited data.

Deploy Loki 3.7 with Alloy 1.18, authenticated tenant isolation, bounded labels, pre-export redaction, object-store durability, compactor retention and an isolated recovery drill.