The Solo-Team AI Reliability Stack: What to Instrument First post
Bad AI decisions don't throw errors. Five layers of instrumentation, in the order they earn their keep, for teams running production AI with no ML engineer.
Five questions to put to any tool in a category that hasn't standardized yet, and the one artifact that makes a demo tell you something: an incident you already solved.
Your eval suite grades the output. Here's how to build tests that grade the decision instead, using conditions you can construct this week, no new platform required.
A First-Pass AI Cost Audit: Finding the Hidden Tax in Your Stack
You don't need a FinOps team or a new platform to find where your AI spend leaks. You need to join your bill to your traces and run four passes. Here's the audit you can do this week.
