Insights
Technical thinking from the team. Performance, architecture, cloud economics, and the occasional opinion.
ai-llm
LLM Copilots Done Right: When AI Automation Helps (and When It Hurts)
Everyone's shipping an AI copilot. Most of them make the product worse. Here's our framework for evaluating whether an LLM integration will actually improve your users' workflow.
Feb 2026 · 7 min read
cloud
Cloud Cost Hygiene: A Monthly Checklist for Teams Burning Cash on AWS
Your AWS bill is 40% higher than it needs to be. We know because every audit we run finds the same seven problems. Here's the checklist.
Jan 2026 · 6 min read