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Posts
Changelogs, writings, case studies and curated picks.
Medlyze AI Data Assistant
How we built a conversational copilot that translates plain English into healthcare pricing insights. 5 weeks from co-design to internal release.
Building Reliable AI Agents: From "Oops, No Products" to 95%+ Accuracy
A real-world case study in e-commerce agent reliability. Why standard ReAct agents fail 15-20% of the time and how to fix it.
How We Built AI Memory in One Afternoon: A Professional's Thought Process
From 80-page research report to working implementation—the decisions that matter. 450 lines of code, <2 hours, localStorage + Gemini.