# 2026-02-12

## KIPP Voice Pipeline Fixes
- False wake word triggers after KIPP speaks — wake model picking up speaker audio
- Patch 1: Increased cooldown 2s → 4s, added silence flushing during cooldown (feed zeros through wake model to clear internal buffers), added RMS energy gate on wake detection
- RMS gate of 200 was too aggressive — blocked ALL real wake attempts (real RMS was 45-157)
- Lowered RMS gate to 30 — just filters literal silence false positives
- Voice server restarted, D J testing

## Tweet Analyses
- **@jollygreenmoney / $SHL.V** — Homeland Nickel (TSX-V penny stock). Promoted junior miner, already ran 2,300% from $0.03→$0.72, pulled back to $0.41. Collapsing volume = distribution phase. Coordinated promotion with @Levi_Researcher. Nickel bull thesis has merit but this specific stock is exit liquidity. Verdict: stay away.
- **@MoonDevOnYT** — "Fastest growing quant repo on GitHub" AI trading agents. 875 followers, self-proclaimed "#1 quant on X." Content marketing funnel → paid private streams at moondev.com. No verifiable P&L, buzzword soup, fantasy architecture. Verdict: course seller, skip.

## D J signed off ~midnight