https://www.ahmadosman.com/tags/agents/ Recent content in Agents on Osman's Odyssey: Byte & Build https://www.ahmadosman.com/logo/byte-and-build.png https://www.ahmadosman.com/logo/byte-and-build.png Hugo -- 0.145.0 en-us Fri, 11 Apr 2025 15:31:31 -0500 https://www.ahmadosman.com/blog/no-rag-is-not-dead-space/ Fri, 11 Apr 2025 15:31:31 -0500 https://www.ahmadosman.com/blog/no-rag-is-not-dead-space/ Forget the hype—here’s what actually happened when we asked “Is RAG dead?” This deep-dive explores why Retrieval-Augmented Generation (RAG) is still essential in real AI systems, what people get wrong, and how practitioners are shipping the next wave of AI with smarter retrieval, dynamic context, and hard-earned lessons from the field. https://www.ahmadosman.com/blog/serving-ai-from-the-basement-part-ii/ Wed, 18 Sep 2024 05:57:26 -0500 https://www.ahmadosman.com/blog/serving-ai-from-the-basement-part-ii/ SWE Agentic Framework, MoEs, Quantizations & Mixed Precision, Batch Inference, LLM Architectures, vLLM, DeepSeek v2.5, Embedding Models, and Speculative Decoding: An LLM Brain Dump... I have been working on a multi-agent system that simulates a team of Software Engineers; this system assigns projects, creates teams and adds members to them based on areas of expertise and need, and asks team members to build features, assign story points, have pair programming sessions together, etc.