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Unify Your Plant-Floor Data with Claude Code and TimescaleDB
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This story was originally published on HackerNoon at: https://hackernoon.com/unify-your-plant-floor-data-with-claude-code-and-timescaledb.
Learn how Claude Code Agent Teams build and validate a Unified Namespace across Modbus, OPC UA, and MQTT using TimescaleDB and AI-driven governance.
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Building a Unified Namespace is less about the namespace itself and more about enforcing consistency across fragmented industrial data sources. This guide shows how Claude Code Agent Teams can build protocol-specific clients for Modbus, OPC UA, and MQTT while enforcing a shared data contract in TimescaleDB. The result is governed, queryable industrial data, automated validation, and a framework for embedding operational know-how directly into AI-assisted workflows.