AI SRE agents: Uber's Debug Assist, and how to adopt one
An AI SRE agent finds the root cause of a production issue and proposes the fix. How Uber's Debug Assist works, how Ailoitte runs it, and how to adopt one.
Tagged “engineering teams”
Everything Sunil Kumar has written about engineering teams in the context of agentic AI in production.
Agent harness playbook: let the model choose, not act
How to add a decision layer to an agent harness without handing the model authority. Eight steps for a CoE or R&D team, the risks, the compliance checks, a lab.
The pull request nobody could review
An agent's 3,100-line pull request passed every test and was approved in 25 minutes. It had quietly changed how money rounds. Why AI-DLC caps the unit of work.
AI-DLC
What AI-DLC is - Sunil Kumar's software lifecycle for teams where AI agents write, test and run code, and what changes in roles, reviews and releases.