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Apr 7 · 2 min read · TypeScript works well for standard CRUD SaaS. AI systems introduce different problems. AI responses can vary. Prompt variables must be validated. Async pipelines require clear state models. These patt
Join discussionApr 5 · 3 min read · Eight products shipped. The process from validated idea to live product in 30 days is repeatable. This is the technical playbook with real implementation patterns. Before day one. Architecture decisio
Join discussionApr 4 · 3 min read · AgriIntel ingests data from precision agriculture sensors across Canadian farmland. It combines satellite imagery, weather data, and market feeds to generate AI agronomic recommendations. This pipelin
Join discussionApr 2 · 3 min read · Canadian AI products serving regulated industries face compliance obligations most tutorials do not cover. I have built compliant AI products for Canadian insurance, agriculture, and aviation complian
Join discussionApr 1 · 3 min read · AI API costs are the largest variable operating expense for most AI products. When I started I was spending about 2800 dollars per month on AI API calls. Today with three times the usage volume I spen
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