Ali MaghamiAli Maghami - Computer Vision, AI, Roboticshttps://maghami.dev/enThe Model Should Be Replaceable. The Agent Should Persist.https://maghami.dev/blog/persistent-agent-replaceable-model/https://maghami.dev/blog/persistent-agent-replaceable-model/Why AI agents should persist even as the underlying models change.Wed, 09 Sep 2026 00:00:00 GMTFourteen Agents, One Trace: Observability for Multi-Agent Systemshttps://maghami.dev/blog/fourteen-agents-one-trace-observability-for-multi-agent-systems/https://maghami.dev/blog/fourteen-agents-one-trace-observability-for-multi-agent-systems/When multiple AI agents collaborate, separate logs cannot explain the complete workflow. Effective observability requires a shared trace that follows each request across agents, tools, and handoffs.Thu, 03 Sep 2026 00:00:00 GMTAgentic AIAI ObservabilityDistributed TracingOpenTelemetryLLMOpsTeaching Steel Industry Equipment to Seehttps://maghami.dev/blog/teaching-steel-industry-equipment-to-see/https://maghami.dev/blog/teaching-steel-industry-equipment-to-see/A practical look at how AI, computer vision, and deterministic geometry can work together to turn messy real-world perception into reliable measurements a machine can actually use.Tue, 01 Sep 2026 00:00:00 GMTComputer VisionIndustrial AIEdge AIDeep LearningReal-Time SystemsCloud Architecture