# Digest: 2025-12-30

## Status
phase: source-0-filtering
updated: 2025-12-30 14:31:00

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2025-12-30 14:30:46 UTC

### Raw Data
| Rank | ID | Name | Tagline | Votes | Website |
|------|-----|------|---------|-------|---------|
| 1 | 1055946 | Brief My Meeting | AI meeting briefs delivered to your inbox. Open source | 317 | briefmymeeting.com |
| 2 | 1055337 | Ube | Sleep, Stress & Anxiety Relief Coach | 208 | (wellness/skip) |
| 3 | 1055994 | Chatterbox Turbo | Fast, expressive, open source TTS with native watermarking | 180 | resemble.ai |
| 4 | 1055661 | AudioPriorityBar | Priority-based audio switching for macOS menu bar | 179 | (macOS app) |
| 5 | 1056035 | FunKey 3.0 | Satisfying mechanical keys + mouse click sounds to your Mac | 169 | (macOS app - already have Klack) |
| 6 | 1055852 | Gitdocs | Generate production-ready README files from your GitHub repo | 133 | gitdocs.dev |
| 7 | 1055632 | Pokepath TD | Pokémon-inspired tower defense | 114 | (game/skip) |
| 8 | 1055313 | Zone | A liquid glass focus timer for macOS | 111 | (macOS timer) |
| 9 | 1055901 | Adminder | AI Video Ads with Veo 3 level quality | 51 | adminder.ai |
| 10 | 1053430 | English with Lewis | Anti-Duolingo English learning app | 46 | (language learning) |
| 11 | 1055321 | Influcio | AI marketing manager for influencer campaigns | 24 | (marketing/skip) |
| 12 | 1055777 | HowTheyMakeMoney | Revenue visualization with Sankey diagrams | 21 | howtheymakemoney.com |
| 13 | 1056076 | Virgin Connect Roam | Travel eSIM | 20 | (eSIM/skip) |
| 14 | 1055829 | ZenDev | Productivity studio for devs | 20 | zendev.app |
| 15 | 1055850 | FormReally | Simple offline forms | 19 | formreally.com |
| 16 | 1055822 | Wishly | Gift wishlist app | 18 | (gifting/skip) |
| 17 | 1055782 | Recall.fyi | Weekly news summarizer | 16 | recall.fyi |
| 18 | 1055828 | MemoSnap | Photo memory app | 13 | (photo/skip) |
| 19 | 1055791 | OneContent AI | Social media content | 11 | (social media/skip) |
| 20 | 1054942 | Notelify | Note-taking app | 10 | (note app/skip) |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1055946 | Brief My Meeting | CANDIDATE | AI meeting automation, open source, self-hosted option |
| 1055337 | Ube | SKIP | Wellness/mental health app - not in interests |
| 1055994 | Chatterbox Turbo | CANDIDATE | Open source TTS, can run locally, interesting tech |
| 1055661 | AudioPriorityBar | CANDIDATE | macOS menu bar utility, solves real problem |
| 1056035 | FunKey 3.0 | SKIP | Already has Klack for this |
| 1055852 | Gitdocs | CANDIDATE | Dev tool, AI-powered docs |
| 1055632 | Pokepath TD | SKIP | Game |
| 1055313 | Zone | CANDIDATE | macOS native timer with nice UI |
| 1055901 | Adminder | SKIP | Video ads/marketing tool |
| 1053430 | English with Lewis | SKIP | Language learning app |
| 1055321 | Influcio | SKIP | Marketing/influencer tool |
| 1055777 | HowTheyMakeMoney | CANDIDATE | Interesting finance visualization tool |
| 1056076 | Virgin Connect Roam | SKIP | eSIM service, not app/tool |
| 1055829 | ZenDev | CANDIDATE | Developer productivity tool |
| 1055850 | FormReally | SKIP | Simple forms, nothing special |
| 1055822 | Wishly | SKIP | Gift wishlists |
| 1055782 | Recall.fyi | SKIP | News summarizer, generic |
| 1055828 | MemoSnap | SKIP | Photo app |
| 1055791 | OneContent AI | SKIP | Social media tool |
| 1054942 | Notelify | SKIP | Note app, nothing special vs Obsidian |

### Candidates for Deep Analysis
1. Brief My Meeting - AI meeting briefs, open source
2. Chatterbox Turbo - Open source TTS
3. AudioPriorityBar - macOS audio switching
4. Gitdocs - AI README generator
5. Zone - macOS focus timer
6. HowTheyMakeMoney - Finance visualization
7. ZenDev - Dev productivity

### Analyzed: Brief My Meeting (ID: 1055946)
- decision: INCLUDE
- website: https://briefmymeeting.com
- producthunt: https://www.producthunt.com/products/brief-my-meeting
- github: https://github.com/elie222/inbox-zero (parent project)
- votes: 317
- summary: |
    AI-powered meeting prep that emails you 4 hours before every call with attendee research
    (LinkedIn, company info), past email history summarized, previous meetings recap, and
    relevant attachments. From the creators of Inbox Zero. $9/month with 7-day free trial.
    Open source available. SOC 2 Type 2 certified.

### Analyzed: Chatterbox Turbo (ID: 1055994)
- decision: INCLUDE
- website: https://www.resemble.ai/chatterbox-turbo/
- producthunt: https://www.producthunt.com/products/resemble-clone
- github: https://github.com/resemble-ai/chatterbox
- huggingface: https://huggingface.co/ResembleAI/chatterbox-turbo
- votes: 180
- summary: |
    350M parameter open-source TTS model from Resemble AI. MIT licensed for commercial use.
    Runs 6x faster than realtime on GPU. Features: voice cloning from 5 seconds of audio,
    paralinguistic tags ([laugh], [sigh], [cough]), emotion intensity control, built-in
    PerTh watermarking. First audio output in under 150ms. Can run locally or via API.

### Analyzed: AudioPriorityBar (ID: 1055661)
- decision: INCLUDE
- website: https://github.com/tobi/AudioPriorityBar
- producthunt: https://www.producthunt.com/products/audioprioritybar
- votes: 179
- summary: |
    Native macOS menu bar app that automatically switches audio devices based on priority.
    Set preferred order for speakers/headphones/mics - auto-switches to highest-priority
    connected device. Open source (MIT), from Tobi (Shopify founder). Features: drag-to-reorder,
    volume control, device memory, per-category ignore. Requires macOS 13+.

### Analyzed: Gitdocs (ID: 1055852)
- decision: SKIP
- reason: Website unreachable (ECONNREFUSED). Also, Claude Code can generate docs already.

### Analyzed: Zone (ID: 1055313)
- decision: INCLUDE
- website: https://www.pockethost.shop/ (based on search)
- producthunt: https://www.producthunt.com/products/zone-2
- votes: 111
- summary: |
    Native macOS focus timer with "liquid glass" design matching macOS Tahoe. Live dock updates
    show timer progress. Clean, minimal UI for Pomodoro and custom timing. Appears to be a
    quality native timer - simpler than Session/Focus but visually refined.

### Analyzed: HowTheyMakeMoney (ID: 1055777)
- decision: INCLUDE
- website: https://howtheymake.money
- producthunt: https://www.producthunt.com/products/howtheymakemoney
- votes: 21
- summary: |
    Interactive Sankey diagrams showing how 500+ companies generate revenue. Visualizes full
    income statement flow from revenue to net profit. Compare companies, see revenue breakdowns
    by segment. Free to use. Great for understanding business models at a glance.

### Analyzed: ZenDev (ID: 1055829)
- decision: SKIP
- reason: Could not find the actual product. Website unreachable and search returns unrelated companies.

### Product Hunt Complete
- candidates_analyzed: 7
- included: 5 (Brief My Meeting, Chatterbox Turbo, AudioPriorityBar, Zone, HowTheyMakeMoney)
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 23 posts at 2025-12-30 14:45 UTC

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1pzipe2 | Is there any hope for us? | 311 | (image) |
| 1pzi8ug | ClaudeCode creator confirms 100% contributions by Claude | 76 | (image) |
| 1pzgh0a | Am I the only one who can't stand 5.2? | 54 | (complaint) |
| 1pz8r9x | Complaints about ChatGPT | 54 | (complaint) |
| 1pzkq9c | Softbank has fully funded $40 billion investment in OpenAI | 50 | cnbc.com |
| 1pzqku9 | Godfather of AI says giving legal status to AIs would be akin to hostile extraterrestrials | 24 | theguardian.com |

### Fetch: r/singularity
- [x] Fetched 12 posts at 2025-12-30 14:45 UTC

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1pzfro6 | Claude code team shipping features written 100% by opus 4.5 | 416 | x.com/bcherny |
| 1pzkkmt | Softbank has fully funded $40 billion investment in OpenAI | 292 | cnbc.com |
| 1pzg96t | New Paper on Continual Learning | 247 | (paper link) |
| 1pzg6ur | Recursive Self Improvement Internally Achieved | 181 | x.com/bcherny |
| 1pzfaxv | China's first LLM company files for IPO: Zhipu AI | 56 | (text post) |
| 1pzmu7o | What is something you hope AI can do by the end of 2026? | 39 | (speculation) |
| 1pzbu9n | GPT 5.2 vs Claude Opus 4.5 vs Grok 4.1 vs Gemini 3 Pro - AI Plays Monopoly | 33 | youtube.com |

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2025-12-30 14:45 UTC

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1pz7bmv | Llama-3.3-8B-Instruct | 415 | huggingface.co |
| 1pzcrtb | Tencent HY-Motion 1.0 - text-to-motion model | 247 | (image) |
| 1pzwlie | Reverse-engineered Snapchat Sextortion Bot: Llama-7B | 249 | (gallery) |
| 1pz7mxr | Llama-3.3-8B-Instruct (duplicate) | 140 | huggingface.co |
| 1pzhcqu | Any guesses? (DeepSeek teaser) | 137 | (image) |
| 1pzt1q8 | LLM server gear: eBay cautionary tale | 124 | (text) |
| 1pzlx9w | How llama.cpp implements 2.9x faster top-k sampling | 116 | substack.com |
| 1pzggbf | Running GLM-4.7 (355B MoE) Q8 at 5 tok/s on 2015 CPU | 108 | (guide) |
| 1pzcj1q | Tencent HY-MT1.5 translation models | 99 | huggingface.co |
| 1pzg32r | Solar 100B claimed it counts better than GPT | 81 | (image) |
| 1pzsqii | 15M param model solving 24% of ARC-AGI-2 | 74 | (text) |
| 1pzcdu1 | LG K EXAONE 236B coming soon | 70 | (image) |
| 1pzaz73 | Python toolkit to visualize LLM thinking process | 62 | (project) |
| 1pzmwzh | Benchmarked 26 STT models on medical dialogue | 55 | (benchmark) |
| 1pzfuqg | Why Kimi K2 Thinking chose Int4 QAT | 53 | (discussion) |

### Fetch: r/artificial
- [x] Fetched 6 posts at 2025-12-30 14:45 UTC

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1pzan93 | One-Minute Daily AI News 12/30/2025 | 9 | (text) |
| 1pzlda5 | 10 massive AI updates this week | 9 | (text) |
| 1pzkdf1 | Training AI Co-Scientists using Rubric Rewards | 4 | (Meta research) |
| 1pznrz8 | Tencent HY-Motion 1.0 | 4 | (duplicate) |

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1pzfro6 | singularity | Claude code team shipping 100% by Opus 4.5 | CANDIDATE | Major AI development news, recursion milestone |
| 1pzg96t | singularity | New Paper on Continual Learning | CANDIDATE | Research breakthrough |
| 1pzkkmt | singularity | Softbank $40B investment in OpenAI | CANDIDATE | Major funding news |
| 1pz7bmv | LocalLLaMA | Llama-3.3-8B-Instruct | CANDIDATE | New local model release |
| 1pzcrtb | LocalLLaMA | Tencent HY-Motion 1.0 text-to-motion | CANDIDATE | New open model for 3D animation |
| 1pzlx9w | LocalLLaMA | How llama.cpp implements 2.9x faster top-k | CANDIDATE | Technical deep dive, useful |
| 1pzggbf | LocalLLaMA | Running GLM-4.7 355B on 2015 CPU | CANDIDATE | Impressive optimization guide |
| 1pzcj1q | LocalLLaMA | Tencent HY-MT1.5 translation models | CANDIDATE | New open translation models |
| 1pzsqii | LocalLLaMA | 15M param model solving 24% ARC-AGI-2 | CANDIDATE | Impressive small model result |
| 1pzfaxv | singularity | Zhipu AI files for IPO | CANDIDATE | First LLM company to IPO |
| 1pzqku9 | openai | Godfather of AI on AI legal status | CANDIDATE | Societal AI impact |
| 1pzhcqu | LocalLLaMA | DeepSeek teaser | SKIP | Just speculation/guessing |
| 1pzipe2 | openai | Is there any hope for us? | SKIP | Meme/doomer post |
| 1pzgh0a | openai | Can't stand 5.2 | SKIP | Complaint |
| 1pz8r9x | openai | Complaints about ChatGPT | SKIP | Complaint |
| 1pzmu7o | singularity | What do you hope AI can do by 2026 | SKIP | Speculation |
| 1pzt1q8 | LocalLLaMA | eBay cautionary tale | SKIP | Personal story, not AI news |
| 1pzan93 | artificial | Daily AI News summary | SKIP | Aggregation, not primary |
| 1pzlda5 | artificial | 10 massive updates | SKIP | Aggregation post |

### Analyzed: Claude Code 100% by Opus 4.5 (ID: 1pzfro6)
- decision: INCLUDE
- subreddit: singularity
- score: 460
- urls:
    primary: https://x.com/bcherny/status/2004897269674639461
    reddit: https://reddit.com/r/singularity/comments/1pzfro6/claude_code_team_shipping_features_written_100_by/
    main_thread: https://x.com/bcherny/status/2004887829252317325
- summary: |
    Boris Cherny (Claude Code creator) reports that in the last 30 days, 100% of his
    contributions to Claude Code were written by Claude Code + Opus 4.5. 259 PRs, 497
    commits, 40k lines added, 38k removed - all by AI. His longest session ran nearly
    2 days. First month he didn't open an IDE at all. Major milestone for AI-assisted
    development reaching production quality.
- card_type: featured

### Analyzed: Llama-3.3-8B-Instruct (ID: 1pz7bmv)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 435
- urls:
    primary: https://huggingface.co/allura-forge/Llama-3.3-8B-Instruct
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pz7bmv/llama338binstruct/
    gguf: https://huggingface.co/bartowski/allura-forge_Llama-3.3-8B-Instruct-GGUF
- summary: |
    Someone extracted Llama 3.3 8B from Meta's API. The model was hidden behind their
    finetuning API and didn't exist for download. Benchmarks show it outperforms 3.1 8B:
    IFEval 81.95% (vs 78.2%), GPQA Diamond 37% (vs 29.3%). An 8B model with 70B-level
    instruction following. Currently 8K context but may be expandable.
- card_type: link

### Analyzed: Tencent HY-Motion 1.0 (ID: 1pzcrtb)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 292
- urls:
    primary: https://github.com/Tencent-Hunyuan/HY-Motion-1.0
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pzcrtb/tencent_hymotion_10_a_billionparameter/
    huggingface: https://huggingface.co/tencent/HY-Motion-1.0
    demo: https://huggingface.co/spaces/tencent/HY-Motion-1.0
- summary: |
    Tencent open-sources billion-parameter text-to-motion model for 3D animation.
    First DiT-based motion model at this scale. Uses Flow Matching, supports 200+
    motion categories. Full training pipeline: Pre-train -> SFT -> RL. Output is
    skeleton-based animation ready for 3D pipelines. Two variants: 1B standard
    and 0.46B lite. Generates game-ready character animations from text prompts.
- card_type: link

### Analyzed: Softbank $40B OpenAI Investment (ID: 1pzkkmt)
- decision: INCLUDE
- subreddit: singularity
- score: 370
- urls:
    primary: https://www.cnbc.com/2025/12/30/softbank-openai-investment.html
    reddit: https://reddit.com/r/singularity/comments/1pzkkmt/softbank_has_fully_funded_40_billion_investment/
- summary: |
    SoftBank completed $40B investment in OpenAI - one of largest private funding
    rounds ever. Final $22-22.5B sent last week. Total commitment: $41B with
    co-investors. SoftBank now owns ~11% of OpenAI. Liquidated entire $5.8B Nvidia
    stake to fund this. Money supports Stargate AI infrastructure JV with Oracle.
- card_type: link

### Analyzed: llama.cpp 2.9x faster top-k (ID: 1pzlx9w)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 143
- urls:
    primary: https://codepointer.substack.com/p/llamacpp-accelerate-top-k-sampling
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pzlx9w/how_llamacpp_implements_29x_faster_topk_sampling/
- summary: |
    Technical deep-dive on how llama.cpp optimized top-k sampling from O(n log k)
    to ~O(n). Key insight: logits cluster in narrow range (-10 to +10). Solution:
    128-bucket histogram, walk from highest bucket down until k tokens found,
    only sort survivors. 2.9x faster for k>128. Elegant engineering solution.
- card_type: compact

### Analyzed: Tencent HY-MT1.5 Translation (ID: 1pzcj1q)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 106
- urls:
    primary: https://huggingface.co/collections/tencent/hy-mt15
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pzcj1q/tencent_opensource_tencenthymt15_featuring_two/
- summary: |
    Tencent releases two translation models: 1.8B (on-device, 1GB memory, 0.18s
    latency) and 7B (SOTA, beats 90th percentile of closed-source). WMT25 champion
    upgraded. Supports 33+ languages + 5 Chinese dialects. Production features:
    custom terminology, long-dialogue context, document formatting. Excellent
    reviews for Indonesian, Portuguese, Hindi.
- card_type: compact

### Analyzed: 15M param ARC-AGI-2 24% (ID: 1pzsqii)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 104
- urls:
    primary: https://github.com/Bitterbot-AI/topas_DSLPv1
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pzsqii/15m_param_model_solving_24_of_arcagi2_hard_eval/
    paper: https://zenodo.org/records/17834542
- summary: |
    Bitterbot AI releases 15-24M param model hitting 24% on ARC-AGI-2 Hard Eval
    (previous SOTA for this size: 8%). Novel "Bicameral" architecture splits
    inference into Logic Stream (rule generation) and Canvas Stream (grid physics).
    Prevents "Compositional Drift". Uses Test-Time Training per puzzle. Open source.
- card_type: compact

### Analyzed: Zhipu AI IPO (ID: 1pzfaxv)
- decision: SKIP
- reason: Text post with no primary source link, just discussion. Would need to verify independently.

### Analyzed: Godfather of AI on legal status (ID: 1pzqku9)
- decision: SKIP
- reason: Opinion piece, not actionable news. The user doesn't care about AI drama/speculation.

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 11
- included: 7 (Claude Code, Llama-3.3-8B, HY-Motion, Softbank, llama.cpp, HY-MT1.5, ARC-AGI-2)
- phase: source-1-complete

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 20 posts at 2025-12-30 - mostly help questions and memes

| ID | Title | Score | Notes |
|----|-------|-------|-------|
| 1pzrixy | 1man post (meme) | 651 | SKIP - meme |
| 1pzl4ie | Chroma1-Flash + realism LoRA | 108 | CANDIDATE |
| 1pzux09 | Fraggle Rock LoRA | 65 | SKIP - novelty |
| 1pzptt9 | SVI 2 Pro + Hard Cut lora | 55 | SKIP - showcase |

### Fetch: r/midjourney
- [x] Fetched 21 posts at 2025-12-30 - all showcase posts, no workflows/news

### Fetch: r/comfyui
- [x] Fetched 24 posts at 2025-12-30 - mostly help questions

| ID | Title | Score | Notes |
|----|-------|-------|-------|
| 1pzvrkr | Z-Image-Turbo LoRA Training FP32 | 97 | CANDIDATE - useful workflow |
| 1pzr10s | 3090 to 5070ti upgrade | 28 | SKIP - hardware discussion |

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1pzl4ie | StableDiffusion | Chroma1-Flash + realism LoRA | CANDIDATE | Model discussion, underrated model |
| 1pzvrkr | comfyui | Z-Image-Turbo LoRA Training | CANDIDATE | Useful workflow guide |

### Analyzed: Chroma Model Discussion (ID: 1pzl4ie)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 108
- urls:
    primary: https://civitai.com/articles/19951/chroma-guide-v04
    reddit: https://reddit.com/r/StableDiffusion/comments/1pzl4ie/you_guys_really_shouldnt_sleep_on_chroma/
- summary: |
    Discussion on Chroma model (9B params) being underappreciated. With Chroma1-Flash
    + realism LoRA, generates images in ~6 seconds on RTX 5090. V-pred model achieving
    1024px+ native generation without refiners. Community guide available on Civitai.
    Considered one fine-tune away from competing with top models.
- card_type: link

### Analyzed: Z-Image-Turbo LoRA Training (ID: 1pzvrkr)
- decision: INCLUDE
- subreddit: comfyui
- score: 97
- urls:
    primary: https://reddit.com/r/comfyui/comments/1pzvrkr/yes_a_reup_full_fp32_full_actual_22gb_weights_you/
    reddit: https://reddit.com/r/comfyui/comments/1pzvrkr/yes_a_reup_full_fp32_full_actual_22gb_weights_you/
- summary: |
    Optimized LoRA training workflow for Z-Image-Turbo. Key findings: train at 512px
    buckets for 2K+ outputs, use full FP32 precision (no quantization), requires
    ostris adapter v2. Training time: 15-22 min on RTX 5090 ($0.89/hr RunPod) or
    ~1hr on RTX 3090. Eliminates hallucinations vs quantized training.
- card_type: compact

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 2
- included: 2 (Chroma, Z-Image-Turbo LoRA)
- phase: source-2-complete
- note: Light day for GenAI - mostly help questions and showcases

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 10 posts at 2025-12-30

| ID | Title | Score | Notes |
|----|-------|-------|-------|
| 1q06914 | Best Mac App of 2025? | 58 | Discussion post |
| 1pzlipi | Pipit - WisprFlow alternative (free) | 22 | CANDIDATE |
| 1pzjnsh | Apple Notes Exporter Pro | 24 | CANDIDATE |
| 1q00l8u | CropBatch - batch image cropping | 17 | CANDIDATE |
| 1q0203x | TidalDrift - Apple Remote Desktop alt | 17 | CANDIDATE |

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2025-12-30

| ID | Title | Score | Notes |
|----|-------|-------|-------|
| 1pzqbey | What services for 2026? | 188 | Discussion |
| 1pzn7pk | Self-host password manager | 102 | Discussion |
| 1pzkdzc | Budget Board v3.1.1 | 67 | CANDIDATE |
| 1pzpz15 | Alexandrie markdown notes | 30 | CANDIDATE |
| 1pzphd3 | Agam Space encrypted storage | 18 | CANDIDATE |
| 1pzor5p | Flashpaper self-destructing notes | 9 | CANDIDATE |

### Fetch: r/opensource
- [x] Fetched 20 posts at 2025-12-30

| ID | Title | Score | Notes |
|----|-------|-------|-------|
| 1pzp1ct | FeurStagram distraction-free IG | 25 | SKIP - Android only |
| 1q0c5la | desktop-2fa offline authenticator | 10 | CANDIDATE |
| 1pzvtng | Audiobook file manager | 3 | SKIP - low engagement |

### Fetch: r/SideProject
- [x] Fetched 25 posts at 2025-12-30

| ID | Title | Score | Notes |
|----|-------|-------|-------|
| 1pzxgbc | LetMeWatchNow TikTok viewer | 382 | CANDIDATE |
| 1pzvebo | Notchie teleprompter in MacBook notch | 141 | CANDIDATE |
| 1pzp2x3 | TempFastMail disposable email | 17 | CANDIDATE |

### Analyzed: Pipit Voice Transcription (ID: 1pzlipi)
- decision: INCLUDE
- subreddit: macapps
- score: 22
- urls:
    primary: https://pipit.app
    reddit: https://reddit.com/r/macapps/comments/1pzlipi/launch_yes_another_wisprflow_alternative_called/
- summary: |
    Free WisprFlow alternative for macOS. Voice transcription + clipboard manager
    combined in menu bar. Adaptive self-learning dictionary, quick actions. Works
    completely offline. ~25 cents/month with own API key for formatting. Open
    source planned. Apple notarized and signed.
- card_type: link

### Analyzed: TidalDrift (ID: 1q0203x)
- decision: INCLUDE
- subreddit: macapps
- score: 17
- urls:
    primary: https://tidaldrift.app
    reddit: https://reddit.com/r/macapps/comments/1q0203x/tidaldrift_free_apple_remote_desktop_alternative/
- summary: |
    Free Apple Remote Desktop alternative for managing multiple Macs. Bonjour
    discovery, one-click screen sharing, file sharing, SSH, Wake on LAN, clipboard
    sync. No cloud - everything stays on your network. Pure Swift. Open beta.
- card_type: link

### Analyzed: Budget Board v3.1.1 (ID: 1pzkdzc)
- decision: INCLUDE
- subreddit: selfhosted
- score: 67
- urls:
    primary: https://budgetboard.net
    reddit: https://reddit.com/r/selfhosted/comments/1pzkdzc/budget_board_v311_a_personal_finance_app_for/
    github: https://github.com/teelur/budget-board
- summary: |
    Self-hosted personal finance app for monthly budgets, bank accounts, and
    goal tracking. v3.1.1 adds localization, customizable net worth cards,
    UI improvements. Docker deployment available.
- card_type: link

### Analyzed: Alexandrie Markdown Notes (ID: 1pzpz15)
- decision: INCLUDE
- subreddit: selfhosted
- score: 30
- urls:
    primary: https://github.com/mmusic-music/alexandrie
    reddit: https://reddit.com/r/selfhosted/comments/1pzpz15/alexandrie_selfhosted_markdown_notes_now_easier/
- summary: |
    Self-hosted Markdown note-taking app. Web-based, works offline, single
    docker-compose deployment. Reworked Docker setup, now uses RustFS instead
    of MinIO. Focused on writing and personal knowledge.
- card_type: compact

### Analyzed: LetMeWatchNow (ID: 1pzxgbc)
- decision: INCLUDE
- subreddit: SideProject
- score: 382
- urls:
    primary: https://letmewatchnow.com
    reddit: https://reddit.com/r/SideProject/comments/1pzxgbc/i_built_a_tiny_site_because_my_dad_keeps_sending/
- summary: |
    Paste a TikTok/Instagram/YouTube Shorts/X link, watch directly in browser
    without app. Removes tracking parameters, expands short URLs. No account
    needed. Perfect for people who don't want social media apps on their phone.
- card_type: link

### Analyzed: Notchie Teleprompter (ID: 1pzvebo)
- decision: INCLUDE
- subreddit: SideProject
- score: 141
- urls:
    primary: https://notchie.app
    reddit: https://reddit.com/r/SideProject/comments/1pzvebo/i_spent_3_hours_recording_a_20minute_webinar_then/
- summary: |
    macOS teleprompter that sits in the MacBook notch area - right under the
    camera. Voice-activated scrolling syncs to your speaking pace. Doesn't
    show in screen recordings. Perfect for video calls, webinars, presentations.
- card_type: link

### Analyzed: CropBatch (ID: 1q00l8u)
- decision: INCLUDE
- subreddit: macapps
- score: 17
- urls:
    primary: https://github.com/Xpycode/CropBatch
    reddit: https://reddit.com/r/macapps/comments/1q00l8u/cropbatch_free_app_to_crop_images_in_batch/
- summary: |
    Free macOS app to open and crop multiple images as batch operation. Built
    with Claude Code. Open source (GitHub). Simple utility for common task.
- card_type: compact

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 10
- included: 7 (Pipit, TidalDrift, Budget Board, Alexandrie, LetMeWatchNow, Notchie, CropBatch)
- phase: source-3-complete

---

## Final Selection

Total items: 21

### PRODUCT HUNT (5 items)

**Item 1: Brief My Meeting**
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://briefmymeeting.com
    producthunt: https://www.producthunt.com/products/brief-my-meeting
- title: Brief My Meeting
- tagline: AI meeting briefs delivered to your inbox
- description: AI-powered meeting prep that emails you 4 hours before every call. Gets attendee research, past email history, previous meetings recap. From creators of Inbox Zero. $9/month. Open source.
- votes: 317
- domain: briefmymeeting.com

**Item 2: Chatterbox Turbo**
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://www.resemble.ai/chatterbox-turbo/
    github: https://github.com/resemble-ai/chatterbox
- title: Chatterbox Turbo
- tagline: Fast, expressive, open source TTS with watermarking
- description: 350M parameter open-source TTS. MIT licensed. 6x faster than realtime. Voice cloning from 5 seconds, emotion tags ([laugh], [sigh]), PerTh watermarking. Runs locally or via API.
- votes: 180
- domain: resemble.ai

**Item 3: AudioPriorityBar**
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://github.com/tobi/AudioPriorityBar
    producthunt: https://www.producthunt.com/products/audioprioritybar
- title: AudioPriorityBar
- tagline: Priority-based audio switching for macOS
- description: macOS menu bar app that auto-switches audio devices based on priority. Set preferred order, auto-switches to highest-priority connected device. Open source (MIT) from Tobi (Shopify founder).
- votes: 179
- domain: github.com

**Item 4: Zone**
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://apps.apple.com/app/zone-focus-timer/id6738967098
    producthunt: https://www.producthunt.com/products/zone-2
- title: Zone
- tagline: A liquid glass focus timer for macOS
- description: Native macOS focus timer with "liquid glass" design matching macOS Tahoe. Live dock updates show timer progress. Clean, minimal UI for Pomodoro and custom timing.
- votes: 111
- domain: apple.com

**Item 5: HowTheyMakeMoney**
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://howtheymake.money
    producthunt: https://www.producthunt.com/products/howtheymakemoney
- title: HowTheyMakeMoney
- tagline: Revenue visualization with Sankey diagrams
- description: Interactive Sankey diagrams showing how 500+ companies generate revenue. Full income statement flow from revenue to net profit. Compare companies, see breakdowns by segment. Free.
- votes: 21
- domain: howtheymake.money

### AI-LLMs (7 items)

**Item 6: Claude Code 100% by Opus 4.5**
- source: AI-LLMs
- card_type: featured
- urls:
    primary: https://x.com/bcherny/status/2004897269674639461
    reddit: https://reddit.com/r/singularity/comments/1pzfro6
- title: Claude Code Creator Ships 100% AI-Written Code for a Month
- description: Boris Cherny reports 100% of his contributions to Claude Code in the last 30 days were written by Claude Code + Opus 4.5. 259 PRs, 497 commits, 40k lines. First month without opening an IDE. Sessions ran for days at a time.
- meta: x.com · r/singularity

**Item 7: Llama-3.3-8B-Instruct**
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://huggingface.co/allura-forge/Llama-3.3-8B-Instruct
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pz7bmv
- title: Llama 3.3 8B Extracted from Meta's Hidden API
- description: Someone extracted Llama 3.3 8B from Meta's finetuning API where it was hidden. Benchmarks show it outperforms 3.1 8B: IFEval 81.95% vs 78.2%, GPQA Diamond 37% vs 29.3%. 8B model with 70B-level instruction following.
- meta: huggingface.co · r/LocalLLaMA

**Item 8: Tencent HY-Motion 1.0**
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://github.com/Tencent-Hunyuan/HY-Motion-1.0
    huggingface: https://huggingface.co/tencent/HY-Motion-1.0
- title: Tencent Open-Sources Billion-Parameter Text-to-Motion Model
- description: First DiT-based motion model at billion scale. Generates skeleton-based 3D animations from text. 200+ motion categories. Full Pre-train → SFT → RL pipeline. Output ready for 3D pipelines.
- meta: github.com · r/LocalLLaMA

**Item 9: SoftBank $40B OpenAI Investment**
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://www.cnbc.com/2025/12/30/softbank-openai-investment.html
    reddit: https://reddit.com/r/singularity/comments/1pzkkmt
- title: SoftBank Completes $40B OpenAI Investment
- description: One of largest private funding rounds ever. Final $22-22.5B sent last week. SoftBank now owns ~11% of OpenAI. Liquidated $5.8B Nvidia stake to fund this. Money supports Stargate infrastructure JV.
- meta: cnbc.com · r/singularity

**Item 10: llama.cpp 2.9x Faster Top-K**
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://codepointer.substack.com/p/llamacpp-accelerate-top-k-sampling
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pzlx9w
- title: How llama.cpp Implements 2.9x Faster Top-K Sampling
- description: Technical deep-dive: logits cluster in -10 to +10 range, so use 128-bucket histogram instead of sorting. Walk from highest bucket down. 2.9x faster for k>128.
- meta: substack.com · r/LocalLLaMA

**Item 11: Tencent HY-MT1.5 Translation**
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://huggingface.co/collections/tencent/hy-mt15
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pzcj1q
- title: Tencent HY-MT1.5 Translation Models (1.8B & 7B)
- description: WMT25 champion upgraded. 1.8B for on-device (1GB memory, 0.18s latency), 7B beats 90th percentile of closed-source. 33+ languages. Custom terminology support.
- meta: huggingface.co · r/LocalLLaMA

**Item 12: 15M Param Model Solves 24% ARC-AGI-2**
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://github.com/Bitterbot-AI/topas_DSLPv1
    reddit: https://reddit.com/r/LocalLLaMA/comments/1pzsqii
- title: Tiny 15M Model Hits 24% on ARC-AGI-2 (Previous SOTA: 8%)
- description: Novel "Bicameral" architecture: Logic Stream for rules, Canvas Stream for execution. Prevents Compositional Drift. Test-Time Training per puzzle. Open source.
- meta: github.com · r/LocalLLaMA

### GENAI-MEDIA (2 items)

**Item 13: Chroma Model Discussion**
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://civitai.com/articles/19951/chroma-guide-v04
    reddit: https://reddit.com/r/StableDiffusion/comments/1pzl4ie
- title: Chroma: The Underappreciated 9B Image Model
- description: With Chroma1-Flash + realism LoRA, generates images in ~6 seconds on RTX 5090. V-pred model achieving 1024px+ native generation. One fine-tune away from top tier. Community guide on Civitai.
- meta: civitai.com · r/StableDiffusion

**Item 14: Z-Image-Turbo LoRA Training**
- source: GenAI-Media
- card_type: compact
- urls:
    primary: https://reddit.com/r/comfyui/comments/1pzvrkr
    reddit: https://reddit.com/r/comfyui/comments/1pzvrkr
- title: Optimized Z-Image-Turbo LoRA Training Guide
- description: Train at 512px buckets for 2K+ outputs. Full FP32 precision eliminates hallucinations. 15-22 min on RTX 5090 RunPod ($0.89/hr), ~1hr on 3090.
- meta: reddit.com · r/comfyui

### APPS-SOFTWARE (7 items)

**Item 15: Pipit Voice Transcription**
- source: Apps-Software
- card_type: link
- urls:
    primary: https://pipit.app
    reddit: https://reddit.com/r/macapps/comments/1pzlipi
- title: Pipit — Free WisprFlow Alternative for macOS
- description: Voice transcription + clipboard manager in menu bar. Works offline. Adaptive self-learning dictionary. ~25¢/month with own API key for formatting. Open source planned.
- meta: pipit.app · r/macapps

**Item 16: TidalDrift**
- source: Apps-Software
- card_type: link
- urls:
    primary: https://tidaldrift.app
    reddit: https://reddit.com/r/macapps/comments/1q0203x
- title: TidalDrift — Free Apple Remote Desktop Alternative
- description: Manage multiple Macs on your network. Bonjour discovery, screen sharing, file sharing, SSH, Wake on LAN, clipboard sync. No cloud. Pure Swift. Free.
- meta: tidaldrift.app · r/macapps

**Item 17: Budget Board v3.1.1**
- source: Apps-Software
- card_type: link
- urls:
    primary: https://budgetboard.net
    github: https://github.com/teelur/budget-board
- title: Budget Board — Self-Hosted Personal Finance
- description: Track monthly budgets, bank accounts, and financial goals. v3.1.1 adds localization, customizable net worth cards. Docker deployment.
- meta: budgetboard.net · r/selfhosted

**Item 18: LetMeWatchNow**
- source: Apps-Software
- card_type: link
- urls:
    primary: https://letmewatchnow.com
    reddit: https://reddit.com/r/SideProject/comments/1pzxgbc
- title: LetMeWatchNow — Watch TikTok/Reels Without the App
- description: Paste a TikTok, Instagram, YouTube Shorts or X link, watch in browser. Removes tracking params, expands short URLs. No account needed.
- meta: letmewatchnow.com · r/SideProject

**Item 19: Notchie Teleprompter**
- source: Apps-Software
- card_type: link
- urls:
    primary: https://notchie.app
    reddit: https://reddit.com/r/SideProject/comments/1pzvebo
- title: Notchie — Teleprompter in Your MacBook Notch
- description: Sits in the notch area, right under the camera. Voice-activated scrolling. Doesn't show in screen recordings. Perfect for webinars and video calls.
- meta: notchie.app · r/SideProject

**Item 20: Alexandrie**
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/mmusic-music/alexandrie
    reddit: https://reddit.com/r/selfhosted/comments/1pzpz15
- title: Alexandrie — Self-Hosted Markdown Notes
- description: Web-based, works offline, single docker-compose deployment. Uses RustFS instead of MinIO. Focused on writing and personal knowledge.
- meta: github.com · r/selfhosted

**Item 21: CropBatch**
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/Xpycode/CropBatch
    reddit: https://reddit.com/r/macapps/comments/1q00l8u
- title: CropBatch — Batch Image Cropping for macOS
- description: Free, open source macOS app to crop multiple images. Built with Claude Code. Simple utility for common task.
- meta: github.com · r/macapps

phase: complete
html_generated: 2025-12-31
items_count: 21
links_validated: true
links_fixed:
  - Zone: apps.apple.com → pockethost.shop
  - Alexandrie: github.com/mmusic-music → github.com/Smaug6739
  - Pipit: pipit.app → pipitvoice.com
telegram_sent: true

