From the field
Technical notes from the systems we build - APIs, connected devices, data pipelines and the infrastructure that makes information useful to people and AI.
Six data formats, five tokenizer vocabularies, 315 measurements with provider token counts as ground truth. Plain TSV beat the token-oriented formats, our own dictionary hypothesis failed, and base64 cost up to 4.6x. The rig and raw data are open.
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A connected system built around an ESP32 microcontroller to monitor environmental conditions, hive weight and activity - using Wi-Fi or mobile connectivity in remote locations.
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Tell us what needs to be measured, connected or made available through an API.
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