#agentic-ai

Articles tagged with #agentic-ai

Industrial AI Copilot: From RAG to Production-Oriented Agentic System
From hybrid RAG and tool-using agents to live telemetry, multimodal vision, multi-agent diagnosis, evaluation, and AWS infrastructure. At 4 AM, an engineer notices something is wrong. A pump's dischar
Sep 7, 202620 min read7
The Health Check That Lied: Migrating an Agentic AI System from Hugging Face Spaces to AWS
At 22:44 on a Tuesday, I was watching an ECS task cycle through: PROVISIONING → RUNNING → STOPPED for the fourth time in fifteen minutes. Every log line looked healthy. Uvicorn started cleanly. No sta
Sep 5, 20268 min read11
Multi-Agent Systems Break in Ways Single Agents Don't — Here's What I Learned
The supervisor made the wrong decision. It selected the wrong specialist. It wasn't obvious. The final response looked coherent. The language was confident. The structure was correct. But the Telemetr
Jul 11, 202615 min read
I Built an AI System That Runs While I Sleep — Here's the Architecture That Makes That Possible
At 7:03 this morning, a structured intelligence briefing landed in an inbox. It covered regulatory signals from the Central Bank of Nigeria, a product launch from Moniepoint, a funding round in the Ni
Jun 29, 202613 min read5