Operational Accountability Gaps That Appear When Agentic Coding Assistants Scale Beyond One Developer
Scaled agentic coding requires explicit governance controls sitting outside the agents themselves.
Desmond Okafor-Hughes
Section
Agent Governance
9 stories in Agent Governance.
Why Managed Runtime Platforms Change the Governance Calculus for Claude Code and Codex at Team Scale
Managed runtimes give teams the governance that coding agents require at scale.
Priya Subramaniam
Git-Native Agent Definitions as the Enforcement Boundary for Governance Policy
Git-native agent definitions move governance from promises to enforced policy decisions.
Tomás Eguía-Reyes
Communicating AI Agent Risk to Engineering Stakeholders
Reframe agent risk as a governance problem stakeholders already know how to solve.
Priya Subramaniam
Change Attribution and Accountability for AI-Generated Code
Google's AI-coded output now outpaces governance designed for human-written software.
Priya Subramaniam
Self-Hosted vs Managed Platforms for AI Coding Agent Governance
Managed platforms offer governance controls that self-hosted setups require months to build.
Mirela Vancheva
Acceptable Use Policies for AI Coding Agents on Engineering Teams
Engineering teams need agent-specific policies, not tightened AI rules.
Priya Subramaniam
Version-Controlled Agent Configuration in Production Repos
Teams need to version-control agent instructions like any production system that touches code.
Priya Subramaniam
AI Code Governance Policies for Engineering Organizations
Four pillars—identity, config, budgets.
Mirela Vancheva