RuView: Training Pipeline Audit and ESP32 Fixes

Six pull requests merged addressing critical ESP32 CSI collection issues and training pipeline gaps identified in a comprehensive audit. Major fixes include WiFi modem sleep configuration and integration of signal processing features.

Duration: PT2M2S

Episode overview

This episode is a short developer briefing from RuView.

It explains recent repository work in plain language.

  • Show: RuView
  • Published: 2026-05-12T10:02:22Z
  • Audio duration: PT2M2S

Transcript excerpt

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Good morning, this is RuView for May 12th, 2026.

Ruvnet merged six significant pull requests over the weekend, primarily addressing findings from a comprehensive training pipeline audit conducted on May 11th.

The largest fix tackled ESP32 CSI collection issues in PR 526. The team resolved a critical problem where WiFi modem sleep was starving the CSI callback, causing packet capture rates to collapse toward zero. They disabled modem sleep in the CSI collector initialization and added new CI regression guards to prevent…

Three follow-up PRs directly addressed audit findings. PR 536 wired the previously phantom wifi-densepose-signal dependency into the actual training pipeline, adding a new signal features module that extracts amplitude, phase-coherence, and power spectral density data. PR 537 introduced training configuration…

PR 535 corrected documentation issues, specifically removing an unsubstantiated accuracy claim of 92.9% PCK@20 that appeared nowhere in the source documentation.

The team also added a comprehensive Claude Code plugin in PR 532, providing end-to-end toolkit integration with 33 files covering everything from hardware setup to advanced multistatic sensing…

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