RuView: BFLD Privacy Layer Launch and PyPI Modernization

Three major PRs merged implementing a new Beamforming Feedback Layer for Detection (BFLD) privacy system, PyPI package modernization with PyO3 bindings, and an MCP server for AI agent integration.

Duration: PT2M4S

Episode overview

This episode is a short developer briefing from RuView.

It explains recent repository work in plain language.

  • Show: RuView
  • Published: 2026-05-25T10:01:39Z
  • Audio duration: PT2M4S

Transcript excerpt

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Good morning, I'm your host with RuView for May 25th, 2026.

ruvnet merged three significant pull requests overnight. PR #789 ships BFLD - the Beamforming Feedback Layer for Detection - a new WiFi privacy system that prevents identity leakage from 802.11ac beamforming feedback. This 10,000-line addition includes structural privacy enforcement with four classification levels,…

PR #786 modernizes the PyPI package with PyO3 and maturin, replacing the legacy pure-Python FastAPI server. The new wheel provides Rust bindings for vital sign extraction, pose estimation, and BFLD frame processing. Both wifi-densepose 2.0.0a1 and ruview 2.0.0a1 are now live on PyPI with multi-platform wheel…

PR #791 introduces SENSE-BRIDGE, an MCP server that bridges the WiFi sensing stack to AI agents like Claude and Cursor. The @ruvnet/rvagent package provides six sensing tools including vitals monitoring, presence detection, and motion analysis with built-in privacy controls.

Additional commits include comprehensive documentation for Soul Signature integration, expanded user guides pointing to the new PyPI releases, and architectural decision records for the BFLD system.

What's next: CI workflows will add…

Nearby episodes from RuView

  1. Streaming Engine and World Model Integration
  2. Project Structure Reorganization
  3. Complete CRUD Interface Implementation
  4. Major HOMECORE Release - Native Home Assistant Port
  5. Major Home Assistant Integration and ESP32-C6 Firmware Updates
  6. Weekly Recap - Home Assistant Integration & Research Acceleration
  7. Major Security Audit and Research Integration
  8. Major RF Sensing Research Breakthrough