Kihagyás

Audio Overviews#

Two formats:

  1. TTS overviews (Gemini 3.1 Flash, single voice Charon EN / Kore HU, ~1-2 min, MP3 96 kbps)
  2. Deep-dive podcasts (NotebookLM 2-host conversational, ~5-20 min, MP3) — for HN-front-page-worthy entries

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Title Format Length Audio
One dropped column broke fifteen AI tools — v1.0.10 milestones (silent-victim cleanup, B-8 RSI Critic κ=0.708 production-flip, subagent-fanout scale, Sprint-2 gated work) Deep Dive (NotebookLM 2-host) ~20 min EN podcast

Source audits (NotebookLM input):

Top-7 HN-worthy entries (with NotebookLM deep-dive podcasts)#

Wiki EN TTS overview HU TTS overview EN podcast (5 min, 2-host)
Claude Code subagent fanout EN MP3 HU MP3 (pending)
mgclient autocommit silent rollback EN MP3 HU MP3 (pending)
G-Eval bias mitigation pattern EN MP3 HU MP3 (pending)
Memgraph CE feature limits EN MP3 HU MP3 (pending)
Memgraph multi-labeling typedness — — EN podcast
Reranker cost optimization — not size — — EN podcast
Layered eval-cascading pattern — — EN podcast

Other TTS overviews#

Wiki EN audio HU audio
Multi-layer safety gate EN MP3 HU MP3
Karpathy LLM Wiki pattern EN MP3 HU MP3
Crystallization protocol EN MP3 HU MP3
Auto context loading EN MP3 HU MP3
Subagent fanout context-aware classification EN MP3 HU MP3
Verification step before claim EN MP3 HU MP3

Pipelines#

TTS overview (1-2 min, single voice)#

TL;DR (150-200 words) → Gemini 3.1 Flash TTS preview
                      ↓
        base64 PCM L16 24 kHz mono
                      ↓
        ffmpeg → MP3 96 kbps
  • Voice models: Charon (EN, neutral male), Kore (HU, natural female accent)
  • Audio tag: [warm, friendly, conversational, moderate pace]
  • Cost: ~$0.001–0.01 per minute (Flash-tier preview pricing)

Deep-dive podcast (5 min, 2-host)#

Wiki .en.md  →  NotebookLM source (text)
              ↓
   notebooklm generate audio --format deep-dive --length default
              ↓
   2-host conversational MP3 (NotebookLM voices)
  • Format: deep-dive (alternatives: brief, critique, debate)
  • Length: default (~5 min); short ~2 min, long ~10 min
  • Cost: $0 (Google account)
  • Pre-written 2-host scripts (Alex + Jordan) in .vault-nb/audio-overviews/scripts/