Governance at Scale¶
Designing governance early so speed and accountability can scale together.
Why this chapter matters¶
Governance is most effective when introduced early. Waiting until incidents occur makes controls more costly and less trusted by delivery teams.
Key points for your team¶
Governance works best when it is designed as part of delivery, not layered in after incidents. Early governance establishes expectations and reduces friction between engineering speed and risk management.
Attendees can use this chapter to align legal, security, and platform perspectives around shared artifacts, auditability, and exception handling before scale introduces complexity.
What to review with your team¶
For team discussion, use this chapter to connect AGENTS.md is a reviewed artifact, Preserve run traces: model, tools, files, spec, Auditors will ask. Make the answer a link., and Write anti-goals, not just goals with your current delivery loop.
In the session context, Governance is where most teams will stumble in 2026. Three practical moves. Use that framing to align engineering, platform, and governance stakeholders on concrete next steps.
Put this into practice¶
Review governance artifacts in the same cadence as code quality artifacts, including run traces and policy exceptions.