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Field notes.

Real opinions about what AI is getting right and wrong for operators in 2026, written by us, in our own voice, not a content calendar. Plus the occasional teardown of something Izzy built and what it taught us.

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Articles

PromptMetrics Review (MVP): An Honest Look at Pros, Cons & The 2026 Launch
The Operator Shift · Izzy A

PromptMetrics Review (MVP): An Honest Look at Pros, Cons & The 2026 Launch

Releasing Jan 2026: An honest preview of the PromptMetrics MVP. We analyze pros, cons, and why EU teams need this compliant LLM observability platform.

Nov 22
Why Prompt Engineering Projects Fail: 7 Critical Mistakes That Kill Enterprise AI Initiatives
The Operator Shift · Izzy A

Why Prompt Engineering Projects Fail: 7 Critical Mistakes That Kill Enterprise AI Initiatives

95% of AI pilots fail. Learn the 7 critical prompt engineering mistakes that kill enterprise AI initiatives and get actionable frameworks to fix them now.

Nov 17
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