Small Language Models Will Eat Enterprise AI
Gartner predicts task-specific AI models will be used 3x more than general-purpose LLMs by 2027. Why latency, cost, and privacy push enterprises toward SLMs....
Hard-won lessons from 45+ years in the trenches.
No optimism theater What actually works
Gartner predicts task-specific AI models will be used 3x more than general-purpose LLMs by 2027. Why latency, cost, and privacy push enterprises toward SLMs....
Local-first software puts your data on your device first. The cloud becomes optional....
Only 10-15% of engineers reach Staff level. Why the senior-to-staff jump is the hardest career transition in software....
Every dependency you add is a future liability. Why your package.json is technical debt waiting to compound....
Current AI agents don't learn - they retrieve. New research on reinforcement learning for memory could change that....
Why premature optimization wastes developer time. The economics of knowing when code is good enough and when performance actually matters....
The panic over AI image generation misses how it's actually helping working artists be more productive and creative....
The traits that high-performing engineering teams share have nothing to do with methodology certifications....
The pattern behind production outages: the 2am alert, the escalating panic, the decision that makes it worse....
European AI funding doubled in 2025. But 90% of startups fail and 95% of AI pilots never deliver ROI. What the funding headlines don't tell you....
I built Web Spy - a desktop app that crawled and cached websites for offline reading. This was before HTTrack, before Pocket, before Instapaper. Never shipped it....
Dog-eared, coffee-stained, held together by stubbornness and nostalgia. The programming books from the late 1970s that started a 45-year journey in technology....

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