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When Every Event Looks Normal: Logster and the Context Gap in Endpoint Detection
5+ hour, 51+ 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…...
GuessyMan— FlagYard Reverse Engineering Writeup
1+ hour, 43+ min ago (19+ words) Follow me: https://github.com/FaresBadaj linkedin.com/in/FaresBadaj # FlagYard CTF — GuessyMan **Writeup by [Fares …...
Support Vector Machines — How AI Finds the Widest Gap Between Classes
1+ hour, 42+ min ago (648+ words) Series 3, Part 5: ML Algorithms, Simply Explained Imagine you’re a security officer at an airport. Your job is to separate …...
I Built a Local Git Diff Explainer With Ollama So My PRs Stop Sounding Like a Robot
1+ hour, 47+ 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…...
LLM Inference, Explained: Prefill, Decode, and KV Cache
1+ hour, 42+ 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
20+ hour, 44+ 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......
An HTTP 200 is not a delivered job application
6+ hour, 50+ 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…...
Why a PR walkthrough can pass validation and still be hard to read
9+ hour, 24+ 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, 3+ 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…...
How to Deploy a Modern Web Application to the Cloud in 5 Simple Steps
9+ hour, 23+ min ago (24+ words) Building an application on your local machine is rewarding, but seeing it run live on the web for... Tagged with webdev, tutorial, beginners, cloud....
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