The Layer Tax: Every Abstraction Has a Price
Every abstraction layer has a cost. Benchmarks showing the real price of convenience from someone who built fast systems in the 90s and slow ones today....
113 articles with this tag
Every abstraction layer has a cost. Benchmarks showing the real price of convenience from someone who built fast systems in the 90s and slow ones today....
LLMs confidently say strawberry has two R's because they've never seen letters—only tokens. This tokenization blindness predicts where AI will fail....
CompuServe pioneered email, forums, and real-time chat for three million users a decade before the open web. The platform-as-internet pattern keeps returning....
Environmental destruction, greater fool economics, regulatory arbitrage, and ransomware's favorite payment method. The SEC was right all along....
Over 45 years, I noticed a pattern: I keep building things that later become billion-dollar companies....
The hardest skill in software engineering isn't writing code - it's knowing when to delete it. Stories of systems that improved by subtraction....
Trade Wars, Legend of the Red Dragon, Barren Realms Elite - BBS door games created the template for online gaming....
Third-party API integration costs 56% more than initial estimates when you account for maintenance, breaking changes, and troubleshooting....
Technical debt accumulates because of organizational dysfunction - pressure to ship, fear of refactoring, knowledge silos....
In the 1990s, I built RUM (Real User Mail) - a challenge-response system to fight spam. It worked. I never released it. Years later, the industry reinvented it....
What I learned doing technical due diligence on blockchain startups seeking funding. The technology works - for exactly one use case....
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....
