When AI Coding Actually Helps: Patterns That Work
AI coding tools made experienced developers 19% slower in METR's study....
Hard-won lessons from 45+ years in the trenches.
No optimism theater What actually works
AI coding tools made experienced developers 19% slower in METR's study....
Prompt engineering as a career is a bubble. As models improve, the skill becomes less valuable, not more....
Grace Hopper's famous nanosecond wire demonstration—and why understanding physical constraints still matters for every system we build today....
AI calendar assistants claim massive time savings, but rigorous research reveals a productivity paradox: tools that make you feel faster actually make you....
In 1996 at MSNBC, I built Workbench - a content management system for editors, copy editors, and photo teams before the term CMS existed....
A 1987 BBS breach taught me about trust models, intrusion detection, and why security-through-obscurity always fails eventually....
Open source software has a price tag of $0 and a total cost of ownership that can dwarf commercial alternatives....
Data lakes have become resume-driven development. 85% of projects fail, most turning into data swamps....
Despite the comforting acronym, a SAFE is often anything but safe for a founder. Learn why priced rounds offer better protection for your cap table....
Only 15% of code review comments relate to bugs. Here's how to make the other 85% of review time count: size limits, SLAs, automation, and focused feedback....
ASR accuracy claims are based on ideal conditions. Real-world performance with background noise, accents, and domain jargon drops 30-50%....
VC funding creates misaligned incentives. Bootstrapped companies often build better products and more sustainable businesses....

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