Sandbox Infrastructure
Remote Agent Environments at Scale for Large Engineering Organizations
Security and infrastructure, not agent quality.
Priya Subramaniam
· 13 min read
The Principal Layer — Page 3
Per-Session Credential Minting and Revocation in Agent Sandboxes
The architecture that keeps agent credentials from lingering after tasks end.
Tomás Eguía-Reyes
Change Attribution and Accountability for AI-Generated Code
Google's AI-coded output now outpaces governance designed for human-written software.
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
Ephemeral Sandbox Architecture for AI Coding Agent Workloads
Ephemeral sandboxes isolate AI agents so compromised tasks can't reach production systems.
Desmond Okafor-Hughes
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
Communicating AI Agent Risk to Engineering Stakeholders
Reframe agent risk as a governance problem stakeholders already know how to solve.
Priya Subramaniam
Acceptable Use Policies for AI Coding Agents on Engineering Teams
Engineering teams need agent-specific policies, not tightened AI rules.
Priya Subramaniam