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A printed internal email pinned to a cubicle wall reading EFFECTIVE IMMEDIATELY DO NOT USE with a coffee ring on the corner

AI Training at Work: Nobody Is Coming

August 5, 2026
Pinal Dave
AI
Developer

Everyone is waiting for AI training at work. It took me a hundred conversations to understand what they are actually waiting for, and it is not a course.

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A dim server room aisle at night with a single technician silhouetted at the far end and WHO IS AWAKE AT 2AM taped to the nearest rack

AI Mistakes at Work: Who Never Gets Fooled

August 3, 2026
Pinal Dave
AI
AI, Developer

Who catches AI mistakes at work? Not the smartest person in the room. It has never once been the smartest person in the room.

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A printed org chart pinned to a corkboard with every box filled except one blank box at the center labeled NO OWNER LISTED

AI Code Review Bottleneck: Nobody Owns It

July 31, 2026
Pinal Dave
AI
AI, Developer

Everybody agrees the AI code review bottleneck is real: making things got cheap, checking them did not. Then you look at the org chart, and nobody owns it.

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A wooden ladder leaning against a wall in a workshop with the bottom rungs missing and WHERE DID THE CLIMB GO chalked on the floor beneath it

The Disappearing Senior: AI and Entry Level Jobs

July 30, 2026
Pinal Dave
AI
AI, Developer

Everyone is arguing about AI and entry level jobs. Almost nobody is watching the other end of the ladder, where the seniors are quietly disappearing.

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A worn kitchen table at night with a stack of unopened bills and a handwritten note on top reading BORROWED NOT BUILT

Competence Debt: I Ran the Test on Myself

July 29, 2026
Pinal Dave
AI
AI, Developer

Every time you ship something you could not have built yourself, you take on competence debt. Here is what I found when I checked my own balance.

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An illustrated night scene of a man at his desk surrounded by darkened booths for vanishing jobs like bank teller, meter reader, and support rep, with sticky notes reading his private questions about savings, rent, and bills

Jobs Are Disappearing Quietly, The Math Keeps Me Awake

July 27, 2026
Pinal Dave
AI
AI, Developer, Professional Development

Jobs are disappearing quietly, and a personal essay on the private arithmetic of fear, and why changing work is never the same as diminished worth.

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Enterprise AI’s Hidden Problem Is Organizational Amnesia

Enterprise AI’s Hidden Problem Is Organizational Amnesia

May 29, 2026
Pinal Dave
AI
AI, Developer, Professional Development

When enterprise AI gives a wrong answer, we blame the model. Often the real failure is organizational amnesia: the company cannot remember what it already knows.

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