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Notes from the build.

Architecture, .NET, cloud, AI, and graph databases — written from production, not theory.

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Featured · October 5, 2026 · 7 min

Edge AI with .NET, Part 4: Time Series That Outlives the Hardware

Sensor readings are more valuable than the devices that produce them. This instalment shows how to model IoT meter data in TimescaleDB 2.29, map it with EF Core 10, and run a .NET anomaly-detection worker that survives meter swaps, tariff changes, and dead cameras.

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October 5, 2026 · 7 min

Edge AI with .NET, Part 1: Integrating a 1975 Power Meter That Has No API

A 50-year-old Ferraris disc meter has no network port, no pulse output, and no protocol. Here's how to build a complete integration stack around a camera, a .NET 10 minimal API, and TimescaleDB when the only interface is a photograph.

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