INSIGHTS
Field notes from the build.
09 Jul 2026
AI AGENTS
AI AGENTS
When a RAG agent is the wrong answer
Retrieval is a tool, not a strategy. A field guide to knowing when to reach for something simpler — or something more.
24 Jun 2026
ENGINEERING
ENGINEERING
Evaluation harnesses that actually catch regressions
The eval suite you build in week one decides whether you can ship with confidence in month six.
11 Jun 2026
STRATEGY
STRATEGY
The data-readiness audit we run before every build
Most AI projects stall on data, not models. Here is the checklist we use to find out early.
02 Jun 2026
CLOUD
CLOUD
Cutting a client’s cloud bill 40% without slowing down
A practical teardown of the changes that moved the needle — and the ones that did not.