AI
Why most generative AI pilots never reach production
The gap between demo and deployment usually comes down to data, not models.
Perspectives from our engineering floor.
Notes on what's actually working in AI, cloud, and product engineering — written by the people doing the work.
Cloud
A practical framework for cloud cost governance
How platform teams keep infrastructure spend predictable at scale.
Cybersecurity
Designing for zero trust without slowing teams down
Security and velocity aren't opposites when architecture is right.
Engineering
The real cost of skipping code review under deadline pressure
A look at incident data from twelve production rollouts.
Product
Shipping features users never asked for — and why it worked
Sometimes the backlog isn't where the next win is hiding.
AI
Evaluating LLM output quality beyond vibes
A practical rubric for scoring model responses before they ship.