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News
When Every Event Looks Normal: Logster and the Context Gap in Endpoint Detection
6+ hour, 16+ min ago (1029+ words) A PowerShell process starts. A script appears in a temporary directory. A scheduled task is registered. A connection goes out to an unfamiliar address. An analyst could find a reasonable explanation for each of those actions. Software deployment, perhaps. A…...
From a feature request to reviewed delivery: getting started with codex-sdlc
6+ hour, 16+ 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…...
I Built a Local Git Diff Explainer With Ollama So My PRs Stop Sounding Like a Robot
2+ hour, 13+ 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
2+ hour, 8+ min ago (33+ words) Discover the best free AI alternatives to cut down software costs and supercharge your coding workflow in 2026. Are high …...
LLM Inference, Explained: Prefill, Decode, and KV Cache
2+ hour, 8+ min ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
CircuitPython Goes Turbo With Precompiled Functions
21+ hour, 10+ min ago (40+ words) It would not be at all original to declare that Python is the new BASIC. Like BASIC, it has been the first programming language for a whole generation of coders, and its main advantage is that it's qu......
Active Exploitation Alert: Threat Actors Abuse Anthropic Claude AI to Extract Secrets from 1.8M Android Apps in Major Credential Theft Campaign
7+ hour, 19+ min ago (367+ words) Rescana Technical Analysis of Malware/TTPs The attack chain began with the automated mass-download of 1.8 million Android APKs from multiple app stores using a distributed pipeline orchestrated on ten AWS EC2 instances. The APKs were decompiled and scanned for hardcoded secrets…...
Programming 的 DRY 和 WET 是什麼？
5+ hour, 14+ 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
9+ hour, 50+ 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…...
Agent orchestrators and agent coordinators are not the same layer
9+ hour, 28+ min ago (702+ words) If you only ever run one coding agent, you do not need either of these. Close the tab, you are fine. For everyone else: I maintain Foremerge, and a couple of weeks ago I submitted it to a list called…...