Audit Log Requirements for AI Coding Agents in Regulated Environments
Regulators now demand immutable audit trails that capture what AI agents actually did.
Priya Subramaniam
Staff Writer
Priya Subramaniam
Priya Subramaniam came to tech journalism from a background in quantitative operations research, where she modeled cost efficiency for distributed compute workloads. She now applies that analytical lens to how teams measure, forecast, and reduce the operational spend of running autonomous agents in production.
6 stories
Remote Agent Environments at Scale for Large Engineering Organizations
Security and infrastructure, not agent quality.
Priya Subramaniam
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 rapid shift to AI-authored code has outpaced most teams' ability to track and own it.
Priya Subramaniam
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