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.
Organisation
How teams and the software lifecycle change when agents do real work: AI-DLC, skills and change management.
The framework behind this pillar: Forward deployed engineer (FDE).
The AI software factory: how far should you let go?
AI software factories, explained for executives. What a dark factory is, the four levels of letting go, and why blast radius picks your level, not the vendor.
SDLC vs AI-DLC: why technology leaders are switching
A working guide to AI-DLC for CTOs and VPs of Engineering - what changes at each stage, what it returns, what goes wrong, and how to explain it to your board.
Forward deployed engineers are a symptom, not a cure
A forward deployed engineer is a vendor's engineer sent to finish the product in your building. Why it exists, why post-sales hires it, and what to demand.
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.