Category: AI Architecture

𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗔𝗜 𝗔𝗽𝗽𝘀? 𝗗𝗼𝗻’𝘁 𝗦𝗸𝗶𝗽 𝗟𝗟𝗠 𝗚𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀 Ready to ship your LLM app to production? Not so fast. A raw LLM pipeline blindly trusts inputs and outputs—making it vulnerable to hallucinations, prompt injections, and data leaks. At a recent AI meetup, I found many developers building apps without guardrails. Common belief? “LLMs have built-in safety.” […]

Building a Practical Multi-Agent Architecture for Automated Workflows From single-LLM pipelines to a multi-agent architecture where each agent is assigned specific skills and the workflow is fully automated end-to-end. Architecture Overview (Simple & Modular) I designed the system using 5 core agents, each with a clearly defined responsibility: 1️⃣ Supervisor Agent Owns the task Decides […]