RuView: Held-Out Learning Data and Discovery Recovery
Three unrelated pull requests landed across learning, networking, and mobile releases with no shared pattern. The highest-impact work is private held-out capture for the temporal learner, alongside a fix to re-announce services after interface recovery.
Duration: PT2M16S
Episode overview
This episode is a short developer briefing from RuView.
It explains recent repository work in plain language.
- Show: RuView
- Published: 2026-11-08T06:03:57Z
- Audio duration: PT2M16S
Transcript excerpt
This excerpt keeps the crawler page concise. Listen to the episode or use the RSS feed for the full update.
Good morning, it's Sunday, November 8th, 2026, and this is RuView.
There is no single push today — three unrelated changes across model learning, local networking, and mobile releases, with the learning work carrying the most weight.
First, cleaner separation of training and evaluation in the temporal learner, in pull request 2479, linked to issues 2475 and 2474. The update captures private held-out data after the fitted-model acknowledgement, holding 64 fresh held-out windows beside the unchanged 64 training windows across eight separately…
Second, a reliability fix for service discovery, in pull request 2481, connected to issues 2459 and 218. Until now, the discovery daemon retried missing interface sockets, but a successful rebind updated addresses without a new unsolicited announcement, leaving peers unaware. The fix adds a bounded recovery observer…
Finally, a small release update in pull request 2482 adds the Android build type to preview distribution, enabling preview builds for Android testers.
No additional commits were recorded today, so these three pull requests are the complete signal.
Nearby episodes from RuView
- PyPI Release Unblocked and Security Sweep
- Sensor-Fusion Beta Lands, Sensing Hardening
- Weekly Recap - Temporal Learner Converges, Sensing Hardens
- Sensing Accuracy Fixes and Learner Integration
- Temporal Training Push Plus Field and Security Fixes
- Bounded Learner Updates and Scan Corrections
- Training Lineage Survives Resume
- Learner Publication, Zip Security Fix, and Fall Detection