The Problem: We Underspecify Prompts Most people use ChatGPT or any LLM like a search bar: dump a half‑formed thought, hit Enter, and hope for magic. The resul...
In the AgDetection project we faced a common but painful challenge in computer‑vision engineering: every task—classification, detection, and segmentation—uses a...
Current Situation The good news is that I’m truly interested in learning. The challenge is that I’ve realized being a generalist too early can slow real progre...
Introduction Authentication is the foundation of application security. Yet, many developers—even experienced ones—overlook subtle vulnerabilities that can expo...
Everyone keeps saying automation will save your plant—fewer mistakes, faster response, less dependence on human operators. Here’s the truth nobody likes to say...
Article URL: https://www.biorxiv.org/content/10.1101/2025.11.24.690213v1.full Comments URL: https://news.ycombinator.com/item?id=46184303 Points: 17 Comments: 1...
Article URL: https://www.wakeuptopolitics.com/p/millions-of-americans-mess-up-their Comments URL: https://news.ycombinator.com/item?id=46184128 Points: 26 Comme...
Overview I completed Full Sail University’s Web Development B.S. in October 2025 GPA ≈ 3.8 and am now seeking my first paid software‑engineering role. This rec...
The Problem with OT Alert Overload If you work in OT and your screens are constantly lit up with red, the hard truth is that your alert system is not protectin...
You’ve built a Lovable app. It’s growing, and you’re ready to move from your personal GitHub account to a GitHub Organization maybe for the Pro plan, or just to...
Project Summary The system is a simple two‑service architecture: - React frontend served by Nginx - Node.js backend API The result: a fully private backend and...
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