4h ago · 5 min read · Most AI Agent Failures Are System Design Failures, Not Model Failures A stronger model can improve a weak system. It usually cannot rescue one. In One Minute Most production agent failures come from weak state, unclear tools, missing checks, or no r...
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23h ago · 12 min read · Athletic performance data contains patterns. Some patterns reflect natural improvement through training. Others represent statistical outliers that warrant investigation. My thesis explored a fundamen
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16h ago · 8 min read · Hey everyone, Richa here! 👋 Day 7. And today we're talking about the library that made me say — "wait, why did we ever do it any other way?" Zustand. When I came back to React after 2 years in Lit.j
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1d ago · 11 min read · 👉 Part of my Spine Fitness system — a production gym management platform built with Rails.Read the full system overview: Spine Fitness System Overview Introduction When I was building a gym managemen
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1d ago · 9 min read · A follow-up to my previous post on building Spine Fitness — a production gym management system used by 200+ members daily. 👉 In this post, I’ll walk through why I replaced Interakt with Meta Cloud AP
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1d ago · 8 min read · In the world of system design, one of the most crucial early steps is understanding the scale of the problem you're trying to solve. Before you dive into writing a single line of code, picking a datab
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2d ago · 6 min read · Every RAG tutorial shows you fixed-size chunking in five lines of code. Nobody shows you what happens six months later when your retrieval quality has collapsed and you can't figure out why. This arti
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