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the anatomy of an AI agent that actually works
1+ hour, 36+ min ago (38+ words) a four-part model for defining why it exists, who it is, what it can do, and how it operates. there’s dozens of ways to explain agentic AI, and most …...
AI Agents Fundamentals: From Language Models to Goal-Driven Systems
1+ hour, 37+ min ago (660+ words) An AI agent is not just a model that answers questions. It is a system that can decide what to do next, use tools, observe results, and continue until a goal is reached. Large Language Models are extremely good at…...
AI Agent Architecture Patterns: A Deep Dive into Modern Agent Design
7+ hour, 22+ min ago (20+ words) AI agents are... Tagged with ai, agents, architecture, machinelearning....
Data Substrate Versus Vector Db Rag
16+ hour, 53+ min ago (1246+ words) This week’s headlines highlight the rapid evolution of AI in China, with models like Qwen and DeepSeek pushing the frontier of capability. But as these models grow more sophisticated, the conversation around how data is stored, queried, and used as…...
A question on Discord found two bugs in my RAG system. Fixing them found a third.
17+ hour, 35+ min ago (611+ words) Every test passed. The tests had the same blind spots as the code. A developer saw Ossian's MCP... Tagged with rag, kafka, ai, opensource....
AI Safety and Alignment: Building Trustworthy Agents That Do Not Fail You
1+ day, 4+ hour ago (19+ words) The... Tagged with ai, safety, alignment, ethics....
Oracle Integration Cloud Integration Patterns
1+ day, 9+ hour ago (162+ words) Twelve reusable patterns, real-world examples, and implementation guidance for Oracle Integration... Tagged with architecture, cloud, software....
RAG Without Vectors? Meet Vectorless RAG
1+ day, 11+ hour ago (58+ words) Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your... Tagged with ai, rag....
Your RAG is only as good as a cut you never look at
1+ day, 9+ hour ago (480+ words) You’re building a RAG pipeline. Embedding model: picked. Vector store: up. Retrieval: written. The chatbot is fine until a user asks about …...
AI Can Build Your API. These 10 Principles Make It Production-Grade
1+ day, 12+ hour ago (33+ words) LLMs are remarkably good at generating APIs. Give an AI model an endpoint, a data model, and a rough description of the …...