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Decision Quality

Decision Quality

+1

From Trace to Behavior: Instrumenting the Signals That Matter

Aug 27, 2026

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6 min read

From Trace to Behavior: Instrumenting the Signals That Matter

What to capture when a bad AI decision doesn't throw an error.

Jamal Jackson
Jamal Jackson

Decision Quality

+7

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

Aug 20, 2026

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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

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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

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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

Decision Quality

+8

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

Jul 9, 2026

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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

Decision Quality

+6

A First-Pass AI Cost Audit: Finding the Hidden Tax in Your Stack

Jun 25, 2026

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5 min read

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.

Jamal Jackson
Jamal Jackson

Decision Quality

+7

Instrumenting the "Why": Capturing Decision Context in Production

Jun 18, 2026

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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

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