IoT Tools and Platforms
This category could cover topics such as development tools, platforms, and hardware for building IoT solutions, including guides on using tools like Arduino, Raspberry...
IoT Tools and Platforms articles · Page 3
Tuya Cloud API Production Pitfalls: Auth, Rate Limits, Events, and Data Consistency
Tuya Cloud API production issues usually come from auth, token refresh, rate limits, event synchronization, and data consistency, not from basic API calls. This guide ...
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ESP32-S3 Voice Pipeline Design with I2S, PDM, and ESPHome Voice Assistant
ESP32-S3 voice satellites for Home Assistant and ESPHome are limited by the full audio pipeline: I2S/PDM microphones, buffers, Wi-Fi jitter, Assist pipeline latency, a...
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ZHA vs Zigbee2MQTT vs Matter in Home Assistant: Which Integration Path Should You Choose?
ZHA, Zigbee2MQTT, and Matter solve different problems in Home Assistant. This guide compares device compatibility, maintenance cost, debugging depth, network boundarie...
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Debugging Long-Uptime ESPHome Devices on ESP32
ESPHome devices that fail after days or weeks usually suffer from accumulated system effects: heap pressure, fragmentation, Wi-Fi instability, blocking components, sen...
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Building a Multi-I2C Sensor Gateway with ESP32 and ESPHome
A reliable ESP32 and ESPHome multi-I2C sensor gateway is not just about scanning sensor addresses. It needs bus isolation, warm-up windows, deep sleep trade-offs, powe...
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ESP32 Energy Metering with HLW8032, BL0942, and ESPHome
ESP32 energy metering with HLW8032, BL0942, and ESPHome is not just about reading voltage, current, power, and energy. This article explains how to design the UART bou...
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Why IoT Platforms Need Fleet Indexing and Device Search
If an IoT platform can only search by device name or online status, it will struggle with staged rollouts, fleet troubleshooting, and remote operations. This article e...
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Choosing Open Voice Hardware for Home Assistant: Voice Preview Edition, DIY Satellites, and ESPHome Voice Nodes
Open voice in Home Assistant is not mainly a board-selection problem. It is a terminal-design problem. This article compares Voice Preview Edition, DIY satellites, and...
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Matter vs Thread vs Zigbee in Home Assistant: What Should You Actually Choose?
Matter, Thread, and Zigbee are all relevant to Home Assistant, but they do not solve the same problem at the same layer. This article compares them from the perspectiv...
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Tuya Local Control vs Cloud API vs App SDK: What Should You Choose?
Tuya projects usually fail not because one path is missing, but because local control, Cloud API, and App SDK are used in the wrong place. This article gives a product...
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How to Model Device Online State Correctly
Device online state is not a single field. It is a derived judgment built from connectivity, heartbeat, last-seen activity, and abnormal disconnect signals such as MQT...
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SGP.32 + LwM2M: A Practical Stack for Global IoT Deployment in 2026
The hard part of global IoT is rarely first connectivity alone. It is linking eSIM remote provisioning, device registration, policy delivery, acknowledgements, and dia...
Read articleEvaluating a IoT Tools and Platforms project?
Share the device, data flow, network condition, target users, and business system boundaries. We can help you decide what to build first.