Speaker Diarization: The Hardest Problem Nobody Talks About
Why Zoom transcripts attribute quotes to the wrong people. The cocktail party problem isn't solved - it's hidden. Multi-device synchronization as a workaround....
Hard-won lessons from 45+ years in the trenches.
No optimism theater What actually works
Why Zoom transcripts attribute quotes to the wrong people. The cocktail party problem isn't solved - it's hidden. Multi-device synchronization as a workaround....
ICQ invented instant messaging and reached 100 million users. Then it died through corporate neglect, software bloat, and missed mobile transition....
Build tool complexity has gotten out of control. A 50-line shell script often does the job better than any framework....
NFTs crashed 95% from their 2021 peak. This was predictable from the start....
Every startup success story is a lie by omission. The media compresses years of grinding, pivots, and near-death experiences into a simple narrative....
Your database is already the best API you'll ever build. Direct SQL, foreign keys, and constraints beat the REST layer most teams ship on top....
Build systems have become black boxes that nobody understands. When they break, teams are helpless....
Most boards lack technical expertise to evaluate software companies. How to translate complexity without losing investor confidence....
Feature flags promised safe deployments but delivered hidden complexity. Research shows 73% never get removed, costing teams $125K+ yearly in maintenance overhead....
Your first engineering hire was perfect for building the prototype. But scaling requires different skills....
Andrew Fluegelman shipped PC-Talk in 1982 and asked users to mail $25 if they liked it. Doom, WinZip, and id Software grew from the same honor system....
From voice to context to action: an operational framework for voice AI that does more than transcribe — it understands and acts....

Contrarian takes on tech, startups, and software. What vendors won't tell you. No spam.
This site has no cookies, no analytics, no tracking pixels, and no third-party scripts. We don't collect, store, or sell your data. Period.
We use your browser's localStorage (never sent to any server) to remember your theme preference, scorecard answers, and which articles you've read. That's it. You can clear it anytime in your browser settings.
While you're here, some keyboard shortcuts:
Swipe left/right to navigate between articles.