Joey's meticulously built home automation system—a TV displaying a shared calendar, a rooted Echo Dot running local voice recognition, and a custom home server—experiences a mysterious glitch: a 10-minute timer labeled 'ham and rye' appears, triggered by dialogue from Gilmore Girls that nobody asked for. This episode walks through the system architecture, the debugging process, and what this bug reveals about voice-listening devices in homes where people actually live. 00:00:00 - The Phantom Timer 00:02:09 - System Architecture 00:06:58 - Debugging the Failed Fix 00:10:51 - Privacy and Local Processing 00:14:00 - TV Shutdown Intelligence --- Sources & further reading: • [internal, primary] C:\Users\musse\Projects\home\docs\podcast\PODCAST-CONTEXT.md, written • 2026-10-03 by the home session, current to about 2 pm ET. §0, §1.5-1.7, §3, §4, §5.1. • [internal, re-read 2026-10-03] home repo git log: 47 commits, 45 through f24a349; times and • messages of 740d9c8, d4a7982, 391ebb1, da29e85, f24a349, and the 00:20-08:00 gap. • [internal, re-read 2026-10-03] home/brain/brain_proxy.py: the merged instructions ("Never ask • the speaker to repeat, clarify or finish") and the CLARIFYING backstop, which drops a reply • only when no tool was called. • [internal, re-read 2026-10-03] home/HANDOFF.md: the 18 s TV launch (ep-03's), the "Guist" • choice "knowing it will false-trigger", the open transcription decision (not for this episode). • [internal, re-read 2026-10-03] home/devices/echo-dot/RUNBOOK.md: rooted 2026-10-03, "All steps • ran cleanly in one session" (ep-04's). • [internal, not re-read, private] the Dot log /data/techo5-linux/echod.log and the turn log • ~/home-data/turns.jsonl, both via the source doc. **Do not open the turn log to enrich this • episode.** • [external, via source doc, not re-fetched] TECHO5 source, github.com/HuskerMinion/techo5 • echod/internal/feature/assistant/assistant.go (the "say it again" line) and voice/direct.go • (listen again after a question mark). • [internal] ~/Projects/CLAUDE.md, Guist Box section: guist's hardware and age. • [testimony] Joey, in the podcast chat, 2026-10-03: don't mention his wife, frame it as a • personal project coordinating several people's schedules; Gilmore Girls is fine to air; the • repo and the Dot rooting both just sat a long time; the revival came from talking about buying • a Skylight-style calendar ("I could totally do that"); continuous transcription can be • mentioned, and would use local models if built. This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.