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Who Should Hold Production Keys When AI Agents Write Code?

AI summary

Paul Duvall argues in a Tessl Blog essay that downstream human code review is an ineffective quality and security control that becomes a bottleneck as agents generate code faster. He recommends encoding standards, architecture rules, acceptance criteria, security checks and deployment permissions as automated policies, while reserving human judgment for defining intent and approving irreversible actions. The essay also uses a reported Cline incident to illustrate why agents should receive limited authority and why inputs, caches, identities and deployment pipelines need strict trust boundaries.

ARTICLE

Who Gets the Keys When Agents Write the Code?

Explore how agentic engineering reshapes code reviews, enhancing quality and security in autonomous software factories. Discover the future of coding.

Paul Duvall

·23 Oct 2026·9 min read

#Cline#AI Development Patterns#OIDC

Original · 7 min readRead the original
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