Posts tagged "azure-iot-operations"

• The AI on the Edge Reference Architecture

  2026-09-07· ai-on-the-edge·Estimated reading time: 9 min read

  Final synthesis for AI on the Edge: gateway, router, policy, RAG, IoT operations assistant, Azure governance, Azure Local lane, private cloud lab, Tenstorrent lane, and conference-ready flow.

• Building the AI on the Edge Demo System

  2026-08-31· ai-on-the-edge·Estimated reading time: 8 min read

  Engineering wrap-up for AI on the Edge: repo layout, make demo-laptop through make teardown targets, seed, reset, and smoke tests, shared health endpoints, and a repeatable 45-minute conference flow.

• When the Edge Has to Stand Alone

  2026-08-17· ai-on-the-edge·Estimated reading time: 7 min read

  Demo 5 of AI on the Edge: disconnected operation, backend failures, malformed responses, cloud-blocked mode, local-only denial, smoke tests, and reset controls.

• From Camera Events to Operator Guidance

  2026-08-03· ai-on-the-edge·Estimated reading time: 8 min read

  Demo 3 of AI on the Edge: turning the existing cameras/# MQTT contract into an operations assistant using simulated, MQTT, and Event Hubs input modes.

• AI on the Edge: Local AI Without Local Chaos

  2026-07-13· ai-on-the-edge·Estimated reading time: 8 min read

  Why I built AI on the Edge: local execution, Azure governance, model routing, an IoT camera workload, my private cloud lab, and conference-ready demo modes.

• Cameras on Azure IoT Operations, Part 3: Data Flows, Connectors, and the Cloud

  2026-06-19· azure-iot-operations·Estimated reading time: 8 min read

  Forward camera telemetry to the cloud with Azure IoT Operations data flows to Event Hubs, then onboard ONVIF cameras as AIO assets through a connector and a bridge - all with no change to the control plane.

• Cameras on Azure IoT Operations, Part 2: Swapping in the AIO MQTT Broker

  2026-06-19· azure-iot-operations·Estimated reading time: 10 min read

  Swap Eclipse Mosquitto for the Azure IoT Operations MQTT broker on Arc-enabled Kubernetes: a broker seam in .NET, TLS, per-camera X.509 identity, and attribute-based topic authorization.

• Cameras on Azure IoT Operations, Part 1: The Control Plane and Network Model

  2026-06-19· azure-iot-operations·Estimated reading time: 9 min read

  How a .NET camera control plane is built for Azure IoT Operations - the two camera classes, the MQTT control bus, and the per-property network model AIO plugs into.

• Home Lab - Tenstorrent Buildout for Multi-Cloud Edge Demos

  2026-02-15· home-lab·Estimated reading time: 9 min read

  Building out a basement studio and mixed Tenstorrent/NVIDIA lab for reusable Azure and AWS edge demo scenarios.