News
Harness Engineering: The Architecture Around the Model
11+ hour, 4+ min ago (1577+ words) Harness Engineering is the architecture around the model: the tools, context, state, feedback, and verification that let AI agents work through long tasks on their own. Whenever I build a software system, architectural patterns help me organize my thinking. They…...
Reviewing AGENTS.md Is Just as Important as Reviewing Code
26+ min ago (426+ words) Before diving into building more visual components, I spent some time refining the internal functionality of the frontend for Simple Orders Tracker. The application has two main custom hooks that manage data fetching, normalize API errors, transform response data, and…...
Ai Usage Dashboards: the Claude Reflect
1+ hour, 44+ min ago (216+ words) Ai Usage Dashboards Trend Hunter The Claude Reflect is a new dashboard from Anthropic that provides users with insights into how they interact with the Claude chatbot Available in beta through the web client and desktop application, the feature summarizes…...
AI Journalism: The New Newsroom Powerhouse
3+ hour, 21+ min ago (82+ words) TechnoSports Media Group AI Journalism: The New Newsroom Powerhouse The newsroom is evolving. AI tools are slashing editorial cycles by 40%, automating fact-checking, and optimizing headlines in real-time. By offloading repetitive tasks to smart algorithms, tech reporters are reclaiming hours to…...
I Compiled 55 Days of Screen Activity Into Episodic Memory for My AI Agent
2+ hour, 59+ min ago (1300+ words) Disclosure: I built and maintain the open-source tool discussed in this article. It is MIT-licensed and free. My coding agent can quote any file in my repo. It can search the web, hit APIs, and refactor a module while I…...
RAG vs Fine-Tuning Explained: What They Actually Do and When to Use Each
4+ hour, 18+ min ago (960+ words) Two techniques, two different problems, and why the question is not really "which one wins" Over the past year or so, I have written quite a lot about RAG, starting with the Hitchhiker’s Guide to RAG with ChatGPT API and…...
The Developer's Guide to Picking the Right Coding LLM at Scale
56+ min ago (1409+ words) Six months ago, I was staring at our monthly AI bill — $14,000 and climbing fast. We were using the "premium" model for everything, including trivial code completions. That night, I built a small internal benchmark to figure out which models actually…...
AI app: Cognexa – Hybrid AI Routing Platform for AMD Developer Hackathon: ACT II hackatho
7+ hour, 44+ min ago (644+ words) Cognexa – Intelligent Hybrid AI Routing Platform Cognexa is a hybrid AI routing platform developed by Team Horcrux for the AMD Developer Hackathon (ACT II). Instead of sending every request directly to a large language model, Cognexa first analyzes the incoming…...
AI app: Confidence-Cascade Routing Agent for AMD Developer Hackathon: ACT II hackathon
5+ hour, 6+ min ago (636+ words) Our project, the "Confidence-Cascade Routing Agent," is designed to solve the exact problem enterprises face today: balancing AI capabilities with strict API cost controls. Built for Track 1 of the AMD Developer Hackathon, this agent tackles a wide variety of natural…...
HAQQ Legal AI Twin - AI-Powered Legal Assistant Overview
3+ hour, 23+ min ago (866+ words) HAQQ - AI-Powered Legal Practice Management HAQQ combines Legal AI Chat, eFirm, and Justinian into a legal operating system for law firms, legal teams, and institutions. Legal AI Chat | eFirm | Enterprise | Free Legal Tools Una panoramica del Gemello Legale IA di…...