Part of Infrastructure First
ClaudeOps / DevOps for AI
P1Depth:
DevOps principles adapted for AI-assisted development
Harness Layers
Meta
Meta (principles / narrative / research)*
Prompt
Prompt (templates / few-shot / system instructions)
Orchestration
Orchestration (chaining / routing / looping)*
Integration
Integration (tools / RAG / external APIs)*
Guardrails
Guardrails (output validation / safety checks)*
Memory
Memory (context / state / persistence)*
Eval
Eval (testing / metrics / iteration)*
6 of 7 layers covered
Start Here
Recommended entry points for exploring this thread.
Recommended start
ClaudeOps Process Infrastructure Strategy
Living document on process infrastructure for AI development
draft
Deep diveOrchestration
Staged DevOps Workflow for Claude Code
The brainstorming session that produced ClaudeOps - six foundational questions about stages, gates, decision-making modes, human oversight integration, artifact flow, and dashboard requirements that shaped a constitutional governance model for AI-assisted development
Orchestration