#governance

Architecture Decision Record documenting principles, scope, responsibilities, and rollback boundaries to be agreed upon before introducing the Self-Improving Agent Loop to production

LLM Gateway-level multi-tenancy strategy — LiteLLM virtual key hierarchical model vs Kong Consumer policy comparison, budget enforcement, 3-tier tenant isolation (gateway, data, observability)

Comprehensive governance documentation covering quality evaluation, operational playbooks, AI Gateway guardrails, compliance, and domain customization

LLM platform FinOps methodology — token metering, showback/chargeback strategies, agentic cost models, budget policies, and gateway integration

Regression detection, automatic rollback, approval workflows, audit trails, and AIDLC stage-specific application approaches

AWS Labs AIDLC Extension System — integrate organization-specific security, compliance, and domain rules into AIDLC workflows via opt-in mechanism

AWS Labs AIDLC official 11 common rules explained — Question Format through Audit Logging with enterprise adoption guide

AIDLC Checkpoint Approval gates and ISO 8601-based audit logs — Implementation guide for AIDLC audit trails in regulated industries

EKS security governance best practices covering API Server authentication/authorization, Identity-First security, policy management, supply chain security, threat detection, and compliance

Kubernetes policy management and governance using Kyverno v1.16