Insights

Field notes from
the engineering trenches.

No thought-leadership fluff. Practical writing on what it actually takes to run AI and cloud systems in production.

AI

What it actually takes to run AI agents in production

The demo is the easy part. Here's the evaluation, guardrails, and observability that separate a toy from a system you can trust.

2026-06-20•8 min read
Cloud

Well-Architected is a habit, not a one-time review

Why the framework only pays off when it's wired into how you build every day, and how to get there without slowing down.

2026-06-12•6 min read
FinOps

Cutting cloud cost without breaking anything

A practical order of operations for finding waste, proving it's safe to remove, and keeping the savings from creeping back.

2026-06-01•7 min read

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