# Digest: 2026-01-24

## Status
phase: starting
updated: 2026-01-24T00:00:00Z

---

## Previous Digests (Last 7 Days)

### 2026-01-23
- https://www.tonkotsu.ai
- https://payping.space
- https://github.com/junaid-mahmood/nlsh
- https://usagebar.com
- https://preloop.ai
- https://droptidy.com
- https://www.rightnowai.co/forge
- https://docs.worldlabs.ai
- https://research.checkpoint.com/2026/voidlink-early-ai-generated-malware-framework/
- https://openai.com/index/gpt-5-2-for-science-and-math/
- https://github.com/ggml-org/llama.cpp/pull/18486
- https://huggingface.co/sweepai/sweep-next-edit-1.5b
- https://github.com/ysharma3501/LuxTTS
- https://huggingface.co/Skywork/Unipic3
- https://github.com/SKBv0/ComfyUI_CreativeCode
- https://huggingface.co/QuantFunc/Nunchaku-Qwen-Image-EDIT-2511
- https://github.com/PBandDev/comfyui-node-organizer
- https://storyteller-platform.gitlab.io/storyteller/
- https://github.com/guillevc/yubal
- https://github.com/fosrl/pangolin
- https://github.com/Swordfish90/cool-retro-term/releases/tag/2.0.0-beta1
- https://github.com/sallliisa/Airwave
- https://github.com/hsa00000/Urocissa
- https://github.com/trailbaseio/trailbase
- https://apps.apple.com/de/app/skylocation/id6751451868
- https://github.com/meet447/SurgeDB

### 2026-01-22
- https://crustdata.com/apis/websearch
- https://notte.cc
- https://zencoder.ai
- https://conductorquantum.com
- https://rename.click
- https://doclific.com
- https://gitautoreview.com
- https://github.com/QwenLM/Qwen3-TTS
- https://www.cnbc.com/2026/01/22/musk-says-tesla-takes-safety-supervisors-out-of-some-austin-robotaxis.html
- https://research.nvidia.com/labs/adlr/projects/personaplex/
- https://www.macrumors.com/2026/01/21/apple-ai-pin/
- https://techcrunch.com/2026/01/22/inference-startup-inferact-lands-150m-to-commercialize-vllm/
- https://www.nytimes.com/2026/01/21/business/ai-hiring-tools-lawsuit-eightfold-fcra.html
- https://unsloth.ai/docs/new/embedding-finetuning
- https://github.com/huggingface/transformers/pull/43391
- https://github.com/peteromallet/VibeComfy
- https://github.com/sonnybox/yt-files/blob/main/COMFY/workflows/Flux%202%20Klein%20Distilled%20Face%20Swap.json
- https://github.com/ace-step/ACE-Step
- https://thenewstack.io/drowning-in-ai-slop-reports-curl-ends-bug-bounties/
- https://github.com/Jellify-Music/App
- https://www.flowpdf.app/
- https://middledrag.app
- https://tunnelmole.com/
- https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/16213-European-Open-Digital-Ecosystems_en

### 2026-01-21
- https://mastra.ai
- https://gofastmcp.com
- https://modo.is
- https://templated.io
- https://relatedb.com
- https://www.anthropic.com/news/claude-new-constitution
- https://techcrunch.com/2026/01/20/humans-a-human-centric-ai-startup-founded-by-anthropic-xai-google-alums-raised-480m-seed-round/
- https://www.camb.ai/blog-post/camb-ai-unveils-mars8-the-first-family-of-tts-models
- https://huggingface.co/microsoft/VibeVoice-ASR
- https://github.com/ggml-org/llama.cpp/pull/18980
- https://github.com/ai-infos/guidances-setup-8-mi50-glm47-minimax-m21/tree/main
- https://tammam.io/blog/llama-cpp-setup-with-claude-codex-cli/
- https://huggingface.co/FlashLabs/Chroma-4B
- https://github.com/yedp123/ComfyUI-Cinematic-Prompt
- https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence
- https://iordv.github.io/Droppy/
- https://rustcast.umangsurana.com
- https://apps.apple.com/us/app/stingray-streaming/id6756280505
- https://apps.apple.com/us/app/novaaccess-tailnet-tools/id6749938291
- https://github.com/wojciech-kulik/FlashSpace
- https://github.com/Dark-Alex-17/managarr
- https://github.com/nnnkkk7/lazyactions

### 2026-01-20
- https://mcpjam.com
- https://eval.rippletide.com/
- https://moldable.sh
- https://stroke.abhii.space
- https://www.euronews.com/next/2026/01/20/ai-at-davos-2026-from-work-to-useful-and-safe-ai-heres-what-the-tech-leaders-have-said
- https://openrouter.ai/openai/gpt-audio
- https://www.youtube.com/watch?v=mmKAnHz36v0
- https://huggingface.co/LiquidAI/LFM2.5-1.2B-Thinking
- https://huggingface.co/ag14850/Mosquito
- https://github.com/deepseek-ai/FlashMLA
- https://youtu.be/54IxX6FtKg8
- https://github.com/RandomInternetPreson/ComfyUI_LTX-2_VRAM_Memory_Management/tree/main/ltx_multi_gpu_chunked
- https://github.com/daydreamlive/scope-overworld
- https://github.com/ef1500/libbbf
- https://getconsul.app
- https://handmirror.app
- https://bentoboxapp.com/
- https://github.com/papra-app/papra
- https://summitnotes.app
- https://github.com/liriliri/tinker
- https://github.com/victoralvesf/aonsoku
- https://github.com/bisegni/jsl

### 2026-01-19
- https://updatest.app
- https://www.flowgenie.pro/
- https://github.com/opencode-ai/opencode
- https://github.com/2ykwang/mac-cleanup-go
- https://flins.tech
- https://getmoshi.app
- https://huggingface.co/zai-org/GLM-4.7-Flash
- https://huggingface.co/blog/ggml-org/anthropic-messages-api-in-llamacpp
- https://www.axios.com/2026/01/19/davos-larry-fink-opening-remarks-blackrock
- https://heatmap.news/politics/data-center-cancellations-2025
- https://github.com/RunanywhereAI/on-device-browser-agent
- https://huggingface.co/lightonai/LightOnOCR-2-1B
- https://github.com/fxtdstudios/radiance
- https://heartmula.github.io/
- https://github.com/ronitsingh10/FineTune
- https://www.phia.app/
- https://github.com/kiriwalawren/nixflix
- https://postspark.app/
- https://github.com/postgresgui/postgresgui
- https://github.com/glushchenko/fsnotes
- https://github.com/velocityzen/Archives
- https://github.com/profullstack/icemap.app
- https://github.com/Ax6/ryanquack

### 2026-01-18
- https://omega.bz/
- https://purifai.app/
- https://apps.apple.com/us/app/movens-trip-organizer/id6757230586
- https://openwork.software/
- https://websitekit.dev/
- https://github.com/alinuxpengui/Macabolic
- https://github.com/guzus/dr-manhattan
- https://uplink.qrystal.partners/
- https://x.com/mntruell/status/2011562190286045552
- https://openai.com/index/a-business-that-scales-with-the-value-of-intelligence/
- https://www.erdosproblems.com/forum/thread/281
- https://github.com/showlab/ShowUI-Aloha
- https://www.pcgamer.com/software/ai/steam-updates-ai-disclosure-form-to-specify-that-its-focused-on-ai-generated-content-that-is-consumed-by-players-not-efficiency-tools-used-behind-the-scenes/
- https://www.techradar.com/ai-platforms-assistants/chatgpt/after-todays-big-memory-upgrade-chatgpt-can-now-remember-conversations-from-a-year-ago-and-link-you-directly-to-them
- https://github.com/greynewell/mcpbr
- https://github.com/ostris/ai-toolkit
- https://github.com/1038lab/ComfyUI-RMBG
- https://riko0.github.io/VIBE/
- https://apps.apple.com/app/apple-store/id6746954963
- https://squaresight.io/en/sketch/index.html
- https://launchosapp.com
- https://github.com/Gomaink/your_lastfm
- https://apps.apple.com/ua/app/ccccorners/id6754601983
- https://github.com/rokartur/BetterAudio
- https://roamfm.app
- https://gitlab.com/g33kphr33k/musicgrabber

### Developing Stories (from last 7 days)
- **GPT-5.2 for Science/Math** — Covered 01/23 (OpenAI announcement). Watch for: peer review results, new applications, community benchmarks.
- **Claude New Constitution** — Covered 01/21 (Anthropic announcement). Watch for: behavior changes, user feedback.
- **Tesla Robotaxi without safety supervisors** — Covered 01/22. Watch for: regulatory response, incident reports.
- **Apple AI Pin** — Covered 01/22. Watch for: more details, release info.

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-01-24

### Raw Data
| Rank | ID | Name | Tagline | Votes | Website |
|------|-----|------|---------|-------|---------|
| 1 | 1064953 | Humans in the Loop | A free community to talk all-things-agentic-coding-AI | 379 | (PH redirect) |
| 2 | 1065398 | BrainLoom | Turn PDFs into Flashcards. The local-first Learning OS. | 244 | (PH redirect) |
| 3 | 1067106 | GetThis | Generate tasks from voice, text, or screenshots. | 202 | (PH redirect) |
| 4 | 1064627 | Sometimes: A Poem Arrives | Poetry at Unexpected Moments | 168 | (PH redirect) |
| 5 | 1064954 | Youtube Custom Playback | Unlock up to 16x speed with native-style controls | 158 | (PH redirect) |
| 6 | 1067154 | Meal Planner | Embrace Healthy Lifestyle | 30 | (PH redirect) |
| 7 | 1066926 | TrendEdge | The Data Hedge Funds Pay Millions For - Now Yours | 27 | (PH redirect) |
| 8 | 1066948 | PainPoints.fast | Validate Your SaaS Idea with Real Pain Points | 21 | (PH redirect) |
| 9 | 1060996 | Contractso | The Modern Standard for E-Signatures. | 17 | (PH redirect) |
| 10 | 1067174 | Whisk Automation | Bulk AI image generation for Google Whisk AI | 16 | (PH redirect) |
| 11 | 1067204 | White Noise Generator | Mix ambient sounds to help you sleep, focus, and relax | 15 | (PH redirect) |
| 12 | 1067369 | Butterfast — AI Presentations | From prompt to presentation | 14 | (PH redirect) |
| 13 | 1066722 | np | a simple social network | 12 | (PH redirect) |
| 14 | 1067054 | MatchProlly - Live Resume | A live resume that updates as fast as you do | 10 | (PH redirect) |
| 15 | 1067228 | BananaX | AI-powered infographic generator for X posts | 10 | (PH redirect) |
| 16 | 1067365 | JPS | New Programming Language - Write Python-like in Javascript | 10 | (PH redirect) |
| 17 | 1067403 | Pixelora.art | Meet your AI design agent | 10 | (PH redirect) |
| 18 | 1066287 | FreeToolsfr | Free Online PDF, Image & QR Code Tools | 10 | (PH redirect) |
| 19 | 1067193 | RunStack | Build, test, and run LLM workflows — visually. | 9 | (PH redirect) |
| 20 | 1066992 | Keenotes | never miss any fleeting ideas of your own! | 9 | (PH redirect) |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1064953 | Humans in the Loop | CANDIDATE | AI/Claude Code community - highly relevant |
| 1065398 | BrainLoom | SKIP | Windows only, learning app with flashcards |
| 1067106 | GetThis | CANDIDATE | Voice/screenshot to tasks - automation tool |
| 1064627 | Sometimes: A Poem Arrives | SKIP | Poetry app, not relevant to interests |
| 1064954 | Youtube Custom Playback | CANDIDATE | Power user tool - browser extension |
| 1067154 | Meal Planner | SKIP | Fitness/wellness - skip per interests |
| 1066926 | TrendEdge | SKIP | Trading/finance tool, not core interest |
| 1066948 | PainPoints.fast | CANDIDATE | SaaS validation tool - useful for builders |
| 1060996 | Contractso | SKIP | E-signature tool - generic |
| 1067174 | Whisk Automation | CANDIDATE | AI image generation automation - relevant |
| 1067204 | White Noise Generator | SKIP | Already has Noizio, Endel |
| 1067369 | Butterfast | SKIP | AI presentation generator - generic wrapper |
| 1066722 | np | SKIP | Social network - skip |
| 1067054 | MatchProlly | SKIP | Resume tool - not relevant |
| 1067228 | BananaX | CANDIDATE | AI tool for X/Twitter - open source, interesting |
| 1067365 | JPS | CANDIDATE | Programming language - dev tool |
| 1067403 | Pixelora.art | CANDIDATE | Infinite AI canvas - GenAI tool |
| 1066287 | FreeToolsfr | SKIP | Free tools website, nothing novel |
| 1067193 | RunStack | CANDIDATE | Visual LLM workflow builder - AI tool |
| 1066992 | Keenotes | SKIP | Note app - nothing new vs Obsidian |

### Analyzed: Humans in the Loop (ID: 1064953)
- decision: INCLUDE
- website: https://www.producthunt.com/posts/humans-in-the-loop
- producthunt: https://www.producthunt.com/posts/humans-in-the-loop
- votes: 379
- summary: |
    Free community for agentic AI coding enthusiasts. Share insights and best practices on Claude Code, Cursor, MCP servers, AI code reviews. Focused on practical workflows over hype. Discussions around context management, structured sessions, and real-world shipping.
- card_type: ph

### Analyzed: GetThis (ID: 1067106)
- decision: INCLUDE
- website: https://apps.apple.com/app/getthis
- producthunt: https://www.producthunt.com/posts/getthis
- votes: 202
- summary: |
    AI-powered task capture app. Speak or snap a screenshot and it uses AI to sort, organize, and categorize tasks instantly. No typing needed. Great for quick brain dumps and grocery runs.
- card_type: ph

### Analyzed: Youtube Custom Playback (ID: 1064954)
- decision: INCLUDE
- website: https://chromewebstore.google.com/detail/youtube-custom-speed/kmfcinojnfabkpndlgomnfjllgeppegb
- producthunt: https://www.producthunt.com/posts/youtube-custom-playback
- votes: 158
- summary: |
    Chrome extension adding granular playback speeds from 0.25x to 16x directly in YouTube's native settings menu. Perfect for power-learners watching lectures or analysts needing frame-by-frame precision. Integrates cleanly without ugly overlays.
- card_type: ph

### Analyzed: PainPoints.fast (ID: 1066948)
- decision: DISCARD
- reason: No clear website found, low votes (21), generic SaaS validation concept

### Analyzed: Whisk Automation (ID: 1067174)
- decision: INCLUDE
- website: https://chromewebstore.google.com/detail/whisk-automation-for-bulk/oahcpmhnmcfjciaehfijhfjofjddjjij
- producthunt: https://www.producthunt.com/posts/whisk-automation
- votes: 16
- summary: |
    Chrome extension that turns Google Whisk into a production line for AI image generation. Batch generate via CSV, auto-download assets, export to PNG/JPG/WebP. Human-mimic timing for account safety. Great for Etsy, eCommerce, and microstock creators.
- card_type: ph

### Analyzed: BananaX (ID: 1067228)
- decision: INCLUDE
- website: https://github.com/furoku/banana-infograph
- producthunt: https://www.producthunt.com/posts/bananax
- votes: 10
- summary: |
    Open source Chrome extension that turns X (Twitter) posts into infographic images with one click using Gemini AI. Multiple aspect ratios, customizable prompts, multi-language UI. Privacy-first: uses your own API key stored locally. 100% built with Claude Code (vibe coding).
- card_type: ph

### Analyzed: JPS (ID: 1067365)
- decision: DISCARD
- reason: Niche language project with limited info, only 10 votes

### Analyzed: Pixelora.art (ID: 1067403)
- decision: DISCARD
- reason: Generic AI canvas tool, no website found, only 10 votes

### Analyzed: RunStack (ID: 1067193)
- decision: INCLUDE
- website: https://www.getrunstack.com/
- producthunt: https://www.producthunt.com/posts/runstack-2
- votes: 9
- summary: |
    Visual LLM workflow builder. Design prompts, chain them, compare variants, then expose the workflow as an API endpoint for production use. Bridges the gap between prompt experimentation and real integration.
- card_type: ph

### Product Hunt Complete
- candidates_analyzed: 9
- included: 6
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 24 posts at 2026-01-24
- Notable: AI bubble article (202), vibe coding slop discussion (168), complaints about GPT-5.2

### Fetch: r/singularity
- [x] Fetched 6 posts at 2026-01-24
- Notable: Claude Code creator 100% AI (250) - ALREADY COVERED 01/18, skip

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2026-01-24
- Notable: GLM 4.7 Flash + RTX 5090 (140), Korea #3 AI (100), Qwen3-TTS (96), audiobook converter (98)

### Fetch: r/artificial
- [x] Fetched 10 posts at 2026-01-24
- Notable: South Korea AI laws (37), custom token injection warning (7)

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qlnruw | LocalLLaMA | GLM 4.7 Flash + RTX 5090 experience | CANDIDATE | Practical local LLM benchmarks |
| 1qltwza | LocalLLaMA | South Korea #3 in AI | CANDIDATE | AI landscape news |
| 1qlzbhh | LocalLLaMA | Qwen3-TTS OpenAI-compatible server | SKIP | Qwen3-TTS covered 01/22 |
| 1qlr3wj | LocalLLaMA | Audiobook converter with Qwen3 TTS | CANDIDATE | Practical open source tool |
| 1qljf7o | LocalLLaMA | AI & ML Weekly HF highlights | CANDIDATE | Good roundup of releases |
| 1qlt3pw | LocalLLaMA | GLM 4.7 Flash uncensored | CANDIDATE | Useful local model variant |
| 1qloeu4 | LocalLLaMA | MiniMax M2-her roleplay model | SKIP | Not relevant to interests |
| 1qlbsv1 | LocalLLaMA | Self-hosted code search for LLMs | CANDIDATE | MCP tool for code context |
| 1qlw8vl | LocalLLaMA | Loki-v2-70B narrative fine-tune | SKIP | Roleplay focused |
| 1qlk7pz | artificial | South Korea AI landmark laws | CANDIDATE | Important regulatory news |
| 1qljvrk | artificial | Custom token injection warning | CANDIDATE | Security awareness |
| 1qlkm75 | openai | AI bubble $437B bet | SKIP | Opinion/speculation piece |
| 1qm4u9m | openai | Vibe coding infinite slop | SKIP | Meme/discussion |
| 1qlw1ca | singularity | Claude Code 100% AI code | SKIP | Already covered 01/18 |
| 1qlm2al | openai | "Gotcha—let's dig into that" | SKIP | Meme |

### Analyzed: GLM 4.7 Flash + RTX 5090 (ID: 1qlnruw)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 140
- urls:
    primary: https://www.reddit.com/r/LocalLLaMA/comments/1qlnruw/personal_experience_with_glm_47_flash_q6_unsloth/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qlnruw/
- summary: |
    Real-world experience running GLM 4.7 Flash Q6 (Unsloth) with Roo Code on an RTX 5090. Reports it handles agentic tasks much better than GPT-OSS 120b, GLM 4.5 Air, or Devstral 24b. Includes llama.cpp command settings for optimal performance.
- card_type: link

### Analyzed: South Korea #3 in AI (ID: 1qltwza)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 100
- urls:
    primary: https://x.com/ArtificialAnlys/status/2014786516153991339
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qltwza/
- summary: |
    Artificial Analysis reports South Korea is now the clear #3 nation in AI, powered by the Korean National Sovereign AI Initiative. Multiple Korean labs now have near-frontier intelligence. Government-backed competition incentivizes domestic model development.
- card_type: link

### Analyzed: Audiobook converter with Qwen3 TTS (ID: 1qlr3wj)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 98
- urls:
    primary: https://github.com/TheyCallMeDozer/qwen3-audiobook
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qlr3wj/
- summary: |
    Open source tool that converts PDFs, EPUBs, DOCX, and TXT files into audiobooks using Qwen3 TTS. Supports voice cloning from reference audio. Uses the 1.7B model for best quality.
- card_type: link

### Analyzed: AI & ML Weekly HF highlights (ID: 1qljf7o)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 71
- urls:
    primary: https://www.reddit.com/r/LocalLLaMA/comments/1qljf7o/ai_ml_weekly_hugging_face_highlights/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qljf7o/
- summary: |
    Weekly roundup of notable HuggingFace releases: GLM-4.7 (358B), GLM-4.7-Flash (31B), Unsloth GGUF quants, and more. Good reference for keeping track of new models.
- card_type: compact

### Analyzed: GLM 4.7 Flash uncensored (ID: 1qlt3pw)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 64
- urls:
    primary: https://huggingface.co/Hauhauhau/GLM-4.7-Flash-Uncensored
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qlt3pw/
- summary: |
    Uncensored versions of GLM 4.7 Flash in Balanced (for agentic coding) and Aggressive variants. 30B-A3B MoE with only ~3B active params, 200K context. GGUF quants available: FP16, Q8_0, Q6_K, Q4_K_M.
- card_type: link

### Analyzed: Self-hosted code search for LLMs (ID: 1qlbsv1)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 19
- urls:
    primary: https://github.com/context-labs/context-engine
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qlbsv1/
- summary: |
    Context Engine: self-hosted retrieval system for codebases. Works with MCP clients (Cursor, Cline, Claude). Hybrid search combining dense embeddings, lexical search, AST parsing for symbols/imports. Helps reduce wasted context on irrelevant files.
- card_type: link

### Analyzed: South Korea AI landmark laws (ID: 1qlk7pz)
- decision: INCLUDE
- subreddit: artificial
- score: 37
- urls:
    primary: https://www.japantimes.co.jp/business/2026/01/22/tech/south-korea-ai-startups-law/
    reddit: https://reddit.com/r/artificial/comments/1qlk7pz/
- summary: |
    South Korea launches landmark laws to regulate AI. Important regulatory development as Korea positions itself as #3 AI nation globally.
- card_type: compact

### Analyzed: Custom token injection warning (ID: 1qljvrk)
- decision: INCLUDE
- subreddit: artificial
- score: 7
- urls:
    primary: https://challenge.antijection.com/r/reddit-ar/learn/special-token-attack
    reddit: https://reddit.com/r/artificial/comments/1qljvrk/
- summary: |
    Security warning: LLMs use reserved tokens like <|im_start|> to structure conversations. Tokenizers don't validate where these come from. Users can inject system-level instructions via special tokens in user input. Important for anyone building LLM applications.
- card_type: compact

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 8
- included: 8
- phase: source-1-complete

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 23 posts at 2026-01-24
- Notable: Z-IMAGE Base wait (278), Flux Klein 9b OOB (196), Voice Clone Studio Qwen3-TTS (109)

### Fetch: r/midjourney
- [x] Fetched 25 posts at 2026-01-24
- Notable: All art showcases, no technical workflow content

### Fetch: r/comfyui
- [x] Fetched 24 posts at 2026-01-24
- Notable: Qwen3-TTS ComfyUI node (249), Flux.2-klein prompting guide (79), LTX-2 AudioSync workflow (49)

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qlig5f | StableDiffusion | Flux Klein 9b works great OOB | CANDIDATE | Model experience, practical workflow |
| 1qlfl48 | StableDiffusion | Voice Clone Studio Qwen3-TTS | CANDIDATE | Practical TTS tool with Whisper |
| 1qlv6u3 | StableDiffusion | Chroma2-Kaleidoscope on Klein 4B | SKIP | WIP model, not ready |
| 1qm0tt6 | StableDiffusion | Arcane Flux.2 Klein 9b LORA | CANDIDATE | Style LoRA with workflow |
| 1qlihrk | StableDiffusion | BFL Klein prompting guide misleading | CANDIDATE | Useful prompting technique |
| 1qlm6ll | StableDiffusion | Flux.2 Klein Segment Inpaint v2.0 | CANDIDATE | Practical workflow update |
| 1qm0pyp | StableDiffusion | CRT-HeartMuLa ComfyUI | CANDIDATE | Audio gen AIO node wrapper |
| 1qlpdf1 | StableDiffusion | Audio Refinement Models | SKIP | Audio tools comparison, not core interest |
| 1qlumen | StableDiffusion | LinaCodec Voice Changing | SKIP | Voice changing tool, niche |
| 1qlbz0j | StableDiffusion | LTX-2 Extending Videos | CANDIDATE | Workflow with two approaches |
| 1qlibzh | StableDiffusion | Me waiting for Z-IMAGE Base | SKIP | Meme/discussion about future release |
| 1qlnymp | StableDiffusion | Friends Z-Image Turbo workflow | SKIP | Art showcase, minimal workflow detail |
| 1qljtix | comfyui | Qwen3-TTS Custom Node for ComfyUI | CANDIDATE | Major new integration, practical |
| 1qlhta9 | comfyui | Flux.2-klein prompting no LoRAs | CANDIDATE | Prompting technique, practical |
| 1qlo0fh | comfyui | LTX-2 AudioSync music video notes | CANDIDATE | Practical workflow notes |
| 1qll6q6 | comfyui | MaPic 2.5 Released | SKIP | Image viewer tool, not GenAI |
| midjourney posts | midjourney | All showcases | SKIP | No technical workflow content |

### Analyzed: Qwen3-TTS ComfyUI Node (ID: 1qljtix)
- decision: INCLUDE
- subreddit: comfyui
- score: 249
- urls:
    primary: https://github.com/1038lab/ComfyUI-QwenTTS
    reddit: https://reddit.com/r/comfyui/comments/1qljtix/
    demo: https://huggingface.co/spaces/Qwen/Qwen3-TTS
- summary: |
    Official ComfyUI integration for Qwen3-TTS released just 3 days after the model dropped. Clean integration for storytelling, agents, video generation, and voice pipelines. Simple node design that plugs into existing workflows.
- card_type: link

### Analyzed: Flux.2-klein prompting technique (ID: 1qlhta9)
- decision: INCLUDE
- subreddit: comfyui
- score: 79
- urls:
    primary: https://www.reddit.com/r/comfyui/comments/1qlhta9/flux2klein_forget_loras_highprecision_prompting/
    reddit: https://reddit.com/r/comfyui/comments/1qlhta9/
    model: https://huggingface.co/black-forest-labs/FLUX.2-klein-9B
- summary: |
    Deep-dive into Flux.2-klein style transfer without LoRAs. After 48 hours of testing, author found single-image editing matches dual-image workflows. High-precision prompting techniques for consistent style transfer. Includes stress-tested prompt structures.
- card_type: link

### Analyzed: LTX-2 AudioSync Music Video (ID: 1qlo0fh)
- decision: INCLUDE
- subreddit: comfyui
- score: 47
- urls:
    primary: https://github.com/RageCat73/RCWorkflows/blob/main/011426-LTX2-AudioSync-i2v-Ver2.json
    reddit: https://reddit.com/r/comfyui/comments/1qlo0fh/
    video: https://youtu.be/_8rpi-aTM70
- summary: |
    Practical notes on LTX-2 AudioSync i2v for music video production. Key finding: non-distilled model gives cleaner, higher quality output but requires more effort for motion. Distilled version has more aggressive motion but rougher results.
- card_type: compact

### Analyzed: Arcane Klein 9b LoRA (ID: 1qm0tt6)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 68
- urls:
    primary: https://huggingface.co/DeverStyle/Flux.2-Klein-Loras
    reddit: https://reddit.com/r/StableDiffusion/comments/1qm0tt6/
- summary: |
    Style LoRA for Flux.2 Klein 9b distilled that creates Arcane-style visuals. Works for both T2I and editing. Trigger word: arcane_visual_style. Community reports good results at 1.2 weight with 3 steps.
- card_type: compact

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 4
- included: 4
- phase: source-2-complete

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 12 posts at 2026-01-24
- Notable: Early 2000s music player (51), Four Indie Apps review (50), ExtraDock (22)

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2026-01-24
- Notable: Booklore 1yr (352), AI voicemail spam filter (172), Garmin Grafana (50), Portabase (44), D-Dash (37)

### Fetch: r/opensource
- [x] Fetched 24 posts at 2026-01-24
- Notable: VCamdroid webcam alt (42), LibPDF TypeScript (2)

### Fetch: r/SideProject
- [x] Fetched 25 posts at 2026-01-24
- Notable: Retirement calculator (125), Private video sharing WebRTC (5)

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qlw4jg | macapps | Early 2000s music player | CANDIDATE | macOS music player, no account needed |
| 1qlqy7c | macapps | Four Indie Apps review | CANDIDATE | App discovery roundup |
| 1qlmf57 | macapps | ExtraDock multiple docks | CANDIDATE | macOS utility, power user |
| 1qlounq | macapps | Scratchdown sticky notes | CANDIDATE | macOS app with markdown |
| 1qlrir6 | macapps | WebWatcher web notifications | CANDIDATE | Open source macOS utility |
| 1qm5yhu | macapps | Plex Music TUI | CANDIDATE | CLI tool for Plex |
| 1qluqek | selfhosted | Booklore 1 year v1.18.5 | CANDIDATE | Self-hosted book server |
| 1qln2ys | selfhosted | AI voicemail spam filter | CANDIDATE | Self-hosted with LTE modem |
| 1qlhv8i | selfhosted | Garmin Grafana backup | CANDIDATE | Self-hosted health data |
| 1qlm4yi | selfhosted | Portabase v1.2.3 | CANDIDATE | Database backup tool |
| 1qlc8b8 | selfhosted | D-Dash Caddy dashboard | CANDIDATE | Docker dashboard |
| 1qm206a | selfhosted | AirPipe CLI file transfer | CANDIDATE | CLI tool with QR |
| 1qls7fg | opensource | VCamdroid webcam alternative | SKIP | Windows/Android only |
| 1qleopt | opensource | LibPDF TypeScript | CANDIDATE | Dev tool for PDFs |
| 1qm1tcx | SideProject | Private video sharing WebRTC | CANDIDATE | Privacy-first browser tool |

### Analyzed: Four Indie Apps Review (ID: 1qlqy7c)
- decision: INCLUDE
- subreddit: macapps
- score: 53
- urls:
    primary: https://www.reddit.com/r/macapps/comments/1qlqy7c/four_new_free_and_affordable_apps_i_like_from/
    reddit: https://reddit.com/r/macapps/comments/1qlqy7c/
    smarttracker: https://apps.apple.com/us/app/smarttracker-price-watch/id6754879283
- summary: |
    Roundup of 4 indie macOS apps: SmartTracker (price tracking with charts, $19.99), Unfriction (quick notes, compared favorably to Antinote), WithAudio (text-to-speech macOS app), and one more. Good discovery post for macOS users.
- card_type: link

### Analyzed: Booklore v1.18.5 (ID: 1qluqek)
- decision: INCLUDE
- subreddit: selfhosted
- score: 356
- urls:
    primary: https://github.com/booklore-app/booklore
    reddit: https://reddit.com/r/selfhosted/comments/1qluqek/
- summary: |
    Self-hosted book server celebrates 1 year with 9,200+ GitHub stars. v1.18.5 brings new Foliate.js-based EPUB reader with clean responsive design. Active community with 85+ contributors. Great Calibre alternative.
- card_type: featured

### Analyzed: Self-hosted AI voicemail spam filter (ID: 1qln2ys)
- decision: INCLUDE
- subreddit: selfhosted
- score: 168
- urls:
    primary: https://www.reddit.com/r/selfhosted/comments/1qln2ys/selfhosted_voicemail_with_ai_spam_filter/
    reddit: https://reddit.com/r/selfhosted/comments/1qln2ys/
- summary: |
    Python app using Quectel LTE modem to auto-answer calls, record messages, transcribe locally with VOSK, then use Ollama via n8n to classify spam vs legitimate. Piper TTS for greetings. Great homelab project.
- card_type: link

### Analyzed: AirPipe CLI file transfer (ID: 1qm206a)
- decision: INCLUDE
- subreddit: selfhosted
- score: 8
- urls:
    primary: https://github.com/Sanyam-G/Airpipe
    reddit: https://reddit.com/r/selfhosted/comments/1qm206a/
- summary: |
    CLI tool for phone-to-server file transfers via QR code. E2E encrypted (NaCl secretbox), self-hostable relay (~1MB RAM), single binary. Unlike transfer.sh, encryption key stays in URL fragment — server can't read files.
- card_type: link

### Analyzed: Early 2000s Music Player (ID: 1qlw4jg)
- decision: INCLUDE
- subreddit: macapps
- score: 51
- urls:
    primary: https://www.reddit.com/r/macapps/comments/1qlw4jg/im_building_a_free_early_2000s_style_music_player/
    reddit: https://reddit.com/r/macapps/comments/1qlw4jg/
- summary: |
    Free local music player for macOS and Windows with retro philosophy: no account, no internet, no algorithm. Features equalizer, folder loading, play/pause/shuffle. Return to simpler software era.
- card_type: compact

### Analyzed: Portabase v1.2.3 (ID: 1qlm4yi)
- decision: INCLUDE
- subreddit: selfhosted
- score: 44
- urls:
    primary: https://github.com/Portabase/portabase
    reddit: https://reddit.com/r/selfhosted/comments/1qlm4yi/
- summary: |
    Database backup/restore tool with MongoDB support and new storage backend. Uses central server + lightweight agents. Simple, reliable, no heavy dependencies.
- card_type: compact

### Analyzed: Private Video Sharing (ID: 1qm1tcx)
- decision: INCLUDE
- subreddit: SideProject
- score: 5
- urls:
    primary: https://privatevideosharing.com/
    reddit: https://reddit.com/r/SideProject/comments/1qm1tcx/
- summary: |
    Browser-to-browser video streaming using WebRTC. Stream local video files to friends without uploading to any server. Pure browser-based, privacy-first approach.
- card_type: compact

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 7
- included: 7
- phase: source-3-complete

---

## Final Selection

Total items: 25

### Product Hunt (6 items)
1. Humans in the Loop - AI coding community
2. GetThis - Voice/screenshot to tasks
3. Youtube Custom Playback - Up to 16x speed
4. Whisk Automation - Bulk AI image gen
5. BananaX - X posts to infographics
6. RunStack - Visual LLM workflow builder

### AI-LLMs (8 items)
1. GLM 4.7 Flash + RTX 5090 experience
2. South Korea #3 in AI
3. Audiobook converter Qwen3 TTS
4. AI & ML Weekly HF highlights
5. GLM 4.7 Flash uncensored
6. Self-hosted code search (Context Engine)
7. South Korea AI laws
8. Custom token injection warning

### GenAI-Media (4 items)
1. Qwen3-TTS ComfyUI Node
2. Flux.2-klein prompting technique
3. LTX-2 AudioSync music video notes
4. Arcane Klein 9b LoRA

### Apps-Software (7 items)
1. Booklore v1.18.5 (featured)
2. Four Indie Apps Review
3. AI voicemail spam filter
4. AirPipe CLI file transfer
5. Early 2000s Music Player
6. Portabase v1.2.3
7. Private Video Sharing WebRTC

phase: complete
html_generated: 2026-01-24
items_count: 25
links_validated: true
permissions_set: true
telegram_sent: true
completion_signaled: true

---
