Logo
Log in
Subscribe
Logo

AI Agents

Decision Quality

+7

The Solo-Team AI Reliability Stack: What to Instrument First post

Aug 20, 2026

•

6 min read

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.

Jamal Jackson
Jamal Jackson

Decision Quality

+7

Evaluating AI Behavior Tools: A Buyer's Checklist

Aug 6, 2026

•

6 min read

Evaluating AI Behavior Tools: A Buyer's Checklist

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.

Jamal Jackson
Jamal Jackson

Decision Quality

+6

Putting a Number on a Bad AI Decision: A Cost-of-Error Worksheet

Jul 30, 2026

•

5 min read

Putting a Number on a Bad AI Decision: A Cost-of-Error Worksheet

Six places a bad decision spends money, a worksheet to find as many of them as you actually can, and an honest field for the one you can't.

Jamal Jackson
Jamal Jackson

Agent Debugging

+4

A Field Guide to Diagnosing Silent Failures in Agents

Jul 16, 2026

•

4 min read

A Field Guide to Diagnosing Silent Failures in Agents

Five stages, five diagnostic questions. A practical way to figure out where a silent failure actually started, using an incident you already have.

Jamal Jackson
Jamal Jackson

Decision Quality

+8

What to Log When Logs Aren't Enough: A Decision-Context Checklist

Jul 9, 2026

•

3 min read

What to Log When Logs Aren't Enough: A Decision-Context Checklist

Every AI decision loses information the moment it's made. Here's a checklist for deciding what's worth preserving before it's gone.

Jamal Jackson
Jamal Jackson

Agent Debugging

+5

Behavior Tests That Catch What Evals Miss

Jul 2, 2026

•

6 min read

Behavior Tests That Catch What Evals Miss

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.

Jamal Jackson
Jamal Jackson

Decision Quality

+7

Instrumenting the "Why": Capturing Decision Context in Production

Jun 18, 2026

•

5 min read

Instrumenting the "Why": Capturing Decision Context in Production

A practical, two-tier way to capture why your AI chose what it did — without rebuilding your stack.

Jamal Jackson
Jamal Jackson

FAI Newsletter

© 2026 FAI Newsletter.
beehiivPowered by beehiiv