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Thoughts on AI, engineering, and building products.
Blog
Thoughts on AI, engineering, and building products.
AILLMProductivity
What I Learned Testing AI Models and Harnesses for Months
A few months of trial-and-error across AI platforms, models, and harnesses. The model is not enough — harness quality, open options, and cost efficiency decide what actually ships.
10 Aug 20263 min
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AI Got Cheaper on the Surface — The Real Costs Moved Elsewhere
Two years ago the fear was lock-in via token pricing. On the surface AI looks cheaper than ever. Underneath, the costs moved into power, water, throttling, and ecosystem lock-in.
5 Aug 20262 min
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SupabaseNext.jsEngineering
Supabase and Next.js: The Full-Stack Setup I Actually Use
After building several production apps with this stack, here is the exact setup, patterns, and gotchas I have settled on for Supabase with Next.js App Router.
20 May 20262 min
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