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News
tokeneff: An Open-Source LLM Cost Meter That Runs Locally
29+ min ago (338+ words) Most LLM dashboards show you the bill after the damage is done. You run a coding agent for an afternoon, ship a feature, and two days later your OpenAI dashboard says you spent $47. On what? Which model? Which request? You…...
CodeQL 2.26.4 Enhances GitHub Actions Security, Adds Go 1.27 Support
1+ week, 2+ day ago (295+ words) Joerg Hiller Sep 03, 2026 15:43 GitHub's CodeQL 2.26.4 boosts security for GitHub Actions, improves Rust alerts, and extends support to Go 1.27. Key update for developers. GitHub Actions: Security checks for GitHub Actions have been fine-tuned. Specifically, the update enhances detection for mutable references…...
Production API Key Rotation Explained: 6 Least-Privilege Checks for Node.js GitHub Actions
3+ hour, 3+ min ago (886+ words) Short answer: use two narrowly scoped API keys, switch traffic with an explicit activation step, and revoke the old key only after logs and live requests prove the cutover. For a property-management service, that sequence rotates a production credential without…...
Build a small OpenOSRS plugin in Java
4+ hour, 7+ min ago (412+ words) A small plugin is a good way to learn a desktop client's extension system. This example displays a chat message after login. It covers discovery, dependency injection, game events and packaging without automating gameplay. I maintain the OpenOSRS project at…...
XML Configuration Mode: Decoupling Your API Catalog from Business Code
3+ hour, 39+ min ago (227+ words) In this post you'll learn to: The XML file names each request and declares its return type. The factory binds those entries to interface methods by method name. Change the curl in XML → the running app changes behavior. No Java…...
How to Convert and Scrape Web HTML Tables to Excel in Seconds (No Code Required)
11+ min ago (34+ words) We have all been there. You find the perfect dataset on Wikipedia, a government statistics site, or Yahoo Finance …...
How Meta, Google, and LinkedIn Approach Ad API Access
17+ min ago (32+ words) One integration problem, three completely different trust models, and only one of them charges you per person. A product I am building needs …...
AI Learns From Its Own Past to Sharpen Graph Neural Networks
1+ hour, 5+ min ago (626+ words) Graph neural networks have become one of the most powerful tools in modern machine learning for making sense of data that lives in relationships rather than rows of a spreadsheet....
Designing Frontend Interfaces for Unreliable Networks and Low-End Devices
5+ hour, 31+ min ago (345+ words) This isn't a list of generic performance tips. It's the specific set of decisions that matter once you stop assuming a fast, stable connection and a capable device. The bigger lever is optimistic UI: update the interface as if the…...
I built a zero-backend, browser-only alternative to Open WebUI and heavy LLM stacks
7+ hour, 12+ min ago (21+ words) Most open-source LLM chat interfaces follow the exact same blueprint: a heavy Python or Node.js... Tagged with ai, opensource, webdev, llm....