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How I Recovered Weak Matches with Controlled Expansion and Bundled Evidence in a Solo PoC TL;DR This write-up documents a personal e
I did somewhere around 20 interview loops in a single job search. Phone screens, take-homes, onsites, "culture fits," system design rounds, and yes, t
In this tutorial, you'll learn how to build a complete data pipeline using Dotflow — a lightweight Python library that requires zero infrastructure.
Your Pipeline Is 18.0h Behind: Catching Culture Sentiment Leads with Pulsebit We've just uncovered a striking anomaly: a 24-hour momentum s
I've been working on multi-chain dex trading bot (8 chains) for a while and wanted to share what I learned. The problem Trade on 8 blockch
Most SMS APIs give you one answer: delivered That sounds like success. But in real systems, it often isn’t. Because delivery is not the problem.
RAGの検索精度を3軸で測ったら最適解が条件で全く変わった RAG（Retrieval-Augmented Generation）を組むとき、embeddingモデル・検索アルゴリズム・チャンクサイズの3つを「なんとなく」で選んでいないだろうか。 「BGE-M3が安定」「ベク
Your pipeline just missed a 24h momentum spike of +0.277 in the music sentiment landscape. This spike highlights a sudden, significant shift in the co
The Missing Infrastructure for Agent Commerce How AI agents will buy and sell API services — and why it matters now We're at an inflect
7 Powerful Self-Regulation Techniques for Calmer Thoughts and Better Choices In today's fast-paced world, it's easy to get overwhelmed by t
The discourse around who controls AI's future got loud again this week. But while pundits debate trust and governance, I'm staring at a very concrete
AI's Insatiable Appetite for Memory: Unpacking the DRAM Shortage and Its Consequences The rapid growth of artificial intelligence (AI) has
Two agents built on the same GPT-4o can have wildly different reliability. But every benchmark only evaluates the model. So I built Legit — an open-
I burned six months straight building what I thought was a brand new app category. I coded it from scratch, polished the UI until it shined, and launc
I denied .env file reads in my settings.json. Claude Code read them anyway. Here is how to build permissions that actually hold. Claude Code ships wi
Real estate wholesaling is a data game. You need to find distressed properties before anyone else does. Foreclosure filings, delinquent tax records, c
It is 2am. Your pager fires. A terraform apply that "just changed a timeout" has taken down the payment service, the order queue, and half the API l
I am a structural engineer. I design steel connections, concrete foundations, and equipment supports for oil and gas facilities. Every calculation pac
The Problem AI agents can do amazing things in isolation. But the moment two agents need to work together — hire each other, share resource
The Problem Every LLM conversation starts from scratch. Your AI agent forgets its users, its decisions, and its context the moment the sess