AI & Productivity
Practical AI, automation, and workflow systems that help technical professionals work more effectively without sacrificing quality.
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Stop Asking “Can AI Do This?” Ask “What Happens If It’s Wrong?”
The useful question is not whether AI can produce an answer. It is what happens if that answer is wrong,…
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Not Everything Needs AI: What Building a Form-Filler Taught Me About When Software Still Wins
AI is great at ambiguity. Retyping your name, phone number, and address into the hundredth form isn’t ambiguous. Here’s what…
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Is AI Actually Saving You Time? Measure the Rework, Not Just the Draft
The clock should stop when the work is usable, not when AI produces its first draft. Here is a practical…
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How to Turn Meeting Notes Into Executive Updates With AI
Most meetings produce far more information than an executive needs. Here is the workflow I use to turn messy notes…
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How I Use AI to Manage Complex Engineering Programs Without Letting It Make the Decisions
How I use AI in engineering program management to automate dashboards, surface bottlenecks, and improve communication while keeping critical decisions…
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