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News
Context Engineering Inside the Harness: 4 Mechanisms That Beat Context Overflow and Goal Loss on Long-Horizon Tasks
1+ hour, 52+ min ago (263+ words) This article opens up that layer. Compaction, memory strategy, context budgeting, and todo-state are the machinery that turns a shallow loop into a deep agent. We look at how LangChain Deep Agents, Claude Code, Manus, OpenAI Codex, and Amazon Bedrock…...
9 AI Engineering Rules I Wish I Knew Before Shipping My First Agent
9+ hour ago (36+ words) The practical lessons that helped me go from building AI demos to engineering systems I could actually trust. A $47,000 AI mistake …...
But Seriously… Can Someone From Product Become a Machine Learning Engineer?
10+ hour, 19+ min ago (1000+ words) One question comes up again and again: Can someone really transition into data science or machine learning without coming from a traditional technical background? It is a fair question. The machine learning industry can feel intimidating. Researchers publish papers, engineers…...
LLM vs GPT: The Difference I Wish Someone Had Explained to Me Sooner
10+ hour, 20+ min ago (246+ words) A few months ago, someone asked me a question that stopped me cold. “So is GPT the same thing as an LLM, or not?” I opened my mouth to answer and realized I didn’t actually know. I’d been throwing around…...
Boosting Search by Stock
10+ hour, 55+ min ago (248+ words) A popular sofa had five units left in the warehouse. By any normal accounting, that’s “in stock” — the listing page said so, the relevance model gave it full weight …...
# My Experience with Oasis Infobyte Internship — From Learning to Building 🚀
11+ hour, 25+ min ago (423+ words) Starting a journey in web development is not just about learning HTML, CSS, or JavaScript. The real learning begins …...
Another Step Forward in My Machine Learning Journey
11+ hour, 43+ min ago (35+ words) Every new skill is another piece of the foundation we build for our future. I am happy to share that I have successfully completed the ML Bootcamp …...
Self-host Odoo CRM Ubuntu Linux
16+ hour, 8+ min ago (1716+ words) Choosing a self-hosted CRM is not only about finding a place to store contacts and track deals. The bigger question is what you will need after the CRM is running. A small business may start with leads, contacts, opportunities, and…...
TokenPrint: An Open-Source 3D Visual Debugger for LLMs and Transformers
11+ hour, 47+ min ago (765+ words) I Built TokenPrint: A 3D Visual Debugger for LLMs and Transformers Large language models are becoming increasingly powerful …...
What I Learned Building an Urdu Question Generator From Scratch
12+ hour, 8+ min ago (1323+ words) No Transformers, no pretrained weights, 74,000 sentences, and four bugs that would have silently produced garbage. Give a model an Urdu …...