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News
From a feature request to reviewed delivery: getting started with codex-sdlc
7+ hour, 35+ min ago (419+ words) A feature request involves more than writing code. Someone needs to clarify the requirements, coordinate the backend and frontend, check the result, and explain what is ready for review. I’ve been building codex-sdlc to give Codex a repeatable process for…...
AI Daily Update Sept-14-2026
3+ hour, 27+ min ago (59+ words) UK highlights (last ~24 hours) ‘Really helpful’: the AI bootcamps aimed at addressing UK youth unemployment — The Guardian, 13 September 2026 Context: A …...
I Built a Local Git Diff Explainer With Ollama So My PRs Stop Sounding Like a Robot
3+ hour, 32+ min ago (493+ words) I write better code than I write PR summaries. That is not a flex. It is a confession. Most of my commit messages used to look like “fix stuff or a paste of git diff --stat into a cloud chat…...
Stop Paying for AI Subscriptions! Top Free AI Tools for US Remote Developers
3+ hour, 27+ min ago (33+ words) Discover the best free AI alternatives to cut down software costs and supercharge your coding workflow in 2026. Are high …...
Maybe I’m Not Behind After All
3+ hour, 31+ min ago (297+ words) There are moments when I look at my life and wonder if I should be further along by now. Someone is getting married.Someone is buying a house.Someone is getting promoted.Someone is traveling, building a business, or achieving…...
My Data Science Internship Journey with OASIS INFOBYTE 🚀
3+ hour, 27+ min ago (1641+ words) When I first started learning Data Science, most of my learning came from tutorials, online resources, and practice problems. I understood concepts like Python, data analysis, Machine Learning, and data visualization, but I always felt there was a difference between…...
Designing a Multi-Layer Privacy Sanitization Pipeline for LLM Applications
3+ hour, 27+ min ago (163+ words) Modern AI applications process large volumes of unstructured and semi-structured data. This data may contain personally …...
An HTTP 200 is not a delivered job application
8+ hour, 34+ min ago (336+ words) Every auto-apply tool I have taken apart marks an application "sent" at the same moment: the instant it dispatches the click. That is a read-back of our own input, and it is the weakest signal in the whole pipeline. I…...
Programming 的 DRY 和 WET 是什麼？
6+ hour, 34+ 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 »...
Why a PR walkthrough can pass validation and still be hard to read
11+ hour, 9+ min ago (770+ words) I made an HTML guide for reading pull requests. When I shared it with coworkers, the visual feedback was encouraging, but I still felt that parts were hard to follow. One person wanted to see the explanation before the code…...