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News
Programming 的 DRY 和 WET 是什麼？
1+ hour, 10+ min ago (18+ words) 在程式設計的世界裡，常常會聽到兩個縮寫：DRY 和 WET。它們代表了兩種截然不同的編程哲學，影響著程式碼的結構、可維護性與開發效率。DRY（乾） 和 WET（濕） 本身也呈現完全相反的意思。Continue reading on Medium »...
OpenAI’s Agents API Brings Powerful AI Agent Infrastructure to Developers
1+ hour, 12+ min ago (782+ words) OpenAI is taking another major step toward autonomous AI with the public beta of its new Agents API. The service gives …...
I Stopped Just Using AI and Started Building With It
1+ hour, 29+ min ago (565+ words) A few months ago, using generative AI felt incredibly simple. Open an AI tool.Type a question.Get an answer.Ask another question. But eventually I started wondering something different: What happens if I stop using AI as a tool…...
Where LLMs Break on Data: Dates, Joins, and the Illusion of Understanding
2+ hour, 45+ min ago (1436+ words) Almost everyone who builds on top of a language model hits the same wall eventually. You ask it something that looks trivial …...
Real-Time AI Monitoring: Catching Model Drift Before It Costs You
2+ hour, 52+ min ago (499+ words) Then there’s the drift your own team introduces. Someone tweaks a system prompt to fix one edge case and shifts the distribution of every other output. A retrieval index gets rebuilt with a different chunking strategy. A fallback route that…...
The AI Engineering Ladder: From Prompting to Platform
5+ hour, 17+ min ago (142+ words) Most people think there’s a single skill called “AI engineering.” There isn’t. There’s a ladder of fifteen distinct disciplines, each …...
Wallet Clustering, Graded Against Answer Keys: False Negatives Ran 75% Where False Positives Ran 0.0
6+ hour, 26+ min ago (494+ words) 1% Three Bitcoin services were seized with their internal records intact: BestMixer, Hansa Market …...
I Built an AI Bug Tracker That Slashed My Release Time by 50%
6+ hour, 56+ min ago (476+ words) Ever wondered if a bot could replace your bug triage meetings? I did, and the results shocked me: my release cycle shrank from 14 days to …...
What I have that an LLM doesn’t
6+ hour, 55+ min ago (233+ words) Over the next few weeks, I’m planning to write a series of posts about my experiences working in and around AI. This is the first. I’m a software engineer with 6.5 years at Amazon and 3.5 years at a startup, and I’ve…...
Spec-Driven AI Development: A Better Way to Build Software With AI
8+ hour, 19+ min ago (33+ words) AI coding tools are getting faster. The real challenge now is not generating code — it is giving AI enough structure to generate …...