CLAUDE.md Is Not Enough: The Governance Stack for Agentic Development

📰 Dev.to · Anthony Johnson II

Learn a governance stack for agentic development beyond CLAUDE.md, covering orientation, governance, error rates, and security

intermediate Published 1 May 2026
Action Steps
  1. Identify key components of the governance stack
  2. Develop a comprehensive orientation process
  3. Implement error rate monitoring and mitigation strategies
  4. Establish security protocols for AI coding agents
  5. Integrate the governance stack into existing development workflows
Who Needs to Know This

Engineering leaders and teams developing AI coding agents can benefit from this governance stack to ensure robust and secure development

Key Insight

💡 A governance stack for agentic development should include orientation, governance, error rates, and security to ensure robust and secure AI coding agents

Share This
🚀 Move beyond CLAUDE.md: Develop a governance stack for agentic development to address orientation, governance, error rates, and security

Key Takeaways

Learn a governance stack for agentic development beyond CLAUDE.md, covering orientation, governance, error rates, and security

Full Article

The standard advice for governing AI coding agents is to write a good CLAUDE.md. That answers orientation. It does not answer governance, error rates, or security — the three questions every engineering leader actually asks. This is the stack I run instead.
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