Tag: terraform
All the articles with the tag "terraform".
Designing agentic AI on Bedrock, a real-world journey
A support-ticket classifier that started as one enormous prompt costing $145k a year, went through a pile of overbuilt architectures, and ended as a deterministic pipeline with no agent in it at all, costing $744. Here's every wrong turn and what actually broke.
Shift-left, or catching bugs before they cost
In 2015 I gave a talk about building better CI with Jenkins pipelines. Ten years and half a dozen CI tools later, the tooling has changed completely and the core idea hasn't moved an inch. Here's the shift-left setup I run today, and why it's the same lesson I was giving in a conference room a decade ago.