# Digest: 2026-01-20

## Status
phase: starting
updated: 2026-01-20T00:00:00Z

---

## Previous Digests (Last 7 Days)

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

### 2026-01-18
- https://apps.apple.com/app/apple-store/id6746954963
- https://apps.apple.com/ua/app/ccccorners/id6754601983
- https://apps.apple.com/us/app/movens-trip-organizer/id6757230586
- https://github.com/1038lab/ComfyUI-RMBG
- https://github.com/alinuxpengui/Macabolic
- https://github.com/Gomaink/your_lastfm
- https://github.com/greynewell/mcpbr
- https://github.com/guzus/dr-manhattan
- https://github.com/ostris/ai-toolkit
- https://github.com/rokartur/BetterAudio
- https://github.com/showlab/ShowUI-Aloha
- https://gitlab.com/g33kphr33k/musicgrabber
- https://launchosapp.com
- https://omega.bz/
- https://openai.com/index/a-business-that-scales-with-the-value-of-intelligence/
- https://openwork.software/
- https://purifai.app/
- https://riko0.github.io/VIBE/
- https://roamfm.app
- https://squaresight.io/en/sketch/index.html
- https://uplink.qrystal.partners/
- https://websitekit.dev/
- https://www.erdosproblems.com/forum/thread/281
- https://www.pcgamer.com/software/ai/steam-updates-ai-disclosure-form
- https://www.techradar.com/ai-platforms-assistants/chatgpt/after-todays-big-memory-upgrade
- https://x.com/mntruell/status/2011562190286045552

### 2026-01-17
- https://apps.apple.com/app/kommand-shortcut-manager/id6752623076
- https://chromewebstore.google.com/detail/stealthhound/kfpjimcgffpfjkdpclfciknibimaodmj
- https://colloqio.app/
- https://drive.google.com/file/d/1VYrKf7jq52BIi43mZpsP8QCypr9oHtCO/view
- https://github.com/deepseek-ai/Engram
- https://github.com/lklynet/aurral
- https://github.com/mangerlahn/Latest
- https://github.com/romandev-codex/ComfyUI-Downloader
- https://github.com/slopus/happy
- https://koito.io/
- https://newsletter.semianalysis.com/p/xais-colossus-2-first-gigawatt-datacenter
- https://testflight.apple.com/join/pyXfNhUJ
- https://trylinknotch.com/
- https://www.biorxiv.org/content/10.64898/2026.01.16.699856v1
- https://www.technologyreview.com/2026/01/12/1130003/mechanistic-interpretability-ai-research-models-2026-breakthrough-technologies/
- https://x.com/i/status/2012155529338949916

### 2026-01-16
- https://1code.dev
- https://adbwrench.com
- https://apps.apple.com/us/app/lekh-ai/id6757496953
- https://apps.apple.com/us/app/sharp-memories/id6757504998
- https://archivara.org/pdf/73f95490-f7d9-4851-80ca-fb5354f49014
- https://avely.me
- https://blog.google/innovation-and-ai/technology/developers-tools/translategemma/
- https://duckeebs.com
- https://github.com/bwya77/DockAnchor
- https://github.com/grab/cursor-talk-to-figma-mcp
- https://github.com/MobAI-App/mobai-marketplace
- https://github.com/nnnkkk7/memtui
- https://github.com/omachala/heroshot
- https://github.com/RageCat73/RCWorkflows/blob/main/011426-LTX2-AudioSync-i2v-Ver2.json
- https://github.com/RandomInternetPreson/ComfyUI_LTX-2_VRAM_Memory_Management
- https://github.com/vanstrouble/vscode-alfred-workflow
- https://openai.com/index/our-approach-to-advertising-and-expanding-access/
- https://openai.com/index/the-truth-elon-left-out/
- https://stracti.com
- https://substage.app
- https://waylight.ai
- https://www.autonews.com/technology/ane-fully-automated-car-plant-china-us-0115/
- https://www.boomvideo.app
- https://www-cdn.anthropic.com/096d94c1a91c6480806d8f24b2344c7e2a4bc666.pdf
- https://www.regionshare.com
- https://x.com/bdsqlsz/status/2012022892461244705
- https://x.com/sama/status/2012243893744443706

### 2026-01-15
- https://aimodeapi.com/
- https://alignment.openai.com/confessions/
- https://apps.apple.com/app/kommand-shortcut-manager/id6752623076
- https://apps.apple.com/us/app/cursor-ai-mobile-remote-ide/id6755931330
- https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence
- https://blinq.io/
- https://cal.com/app
- https://github.com/czl9707/gh-space-shooter
- https://github.com/Darshh09/StackPatch
- https://github.com/elide-dev/elide
- https://github.com/ivg-design/SidebarFavorites
- https://github.com/junaid2005p/surge
- https://github.com/Kruszoneq/macUSB
- https://github.com/Lightricks/LTX-Video
- https://github.com/saihgupr/NotifiCLI
- https://github.com/VenimK/Subtitle-Forge
- https://huggingface.co/stepfun-ai/Step3-VL-10B
- https://huggingface.co/YaoJiefu/Line-drawing-generates-special-effects
- https://manus.im/blog/manus-meeting-minutes
- https://news.mit.edu/2026/genai-tool-helps-3d-print-personal-items-sustain-daily-use-0114
- https://openai.com/index/investing-in-merge-labs/
- https://realtime.pixverse.ai/
- https://snaply.ai/
- https://testflight.apple.com/join/pyXfNhUJ
- https://tiinyai.com/technical-details/
- https://usedropin.com
- https://usenotto.com/
- https://www.freevoicereader.com/mac-app
- https://www.kiki.computer/
- https://www.scmp.com/tech/tech-war/article/3339869/zhipu-ai-breaks-us-chip-reliance-first-major-model-trained-huawei-stack
- https://x.com/PI010101/status/2011560477688463573

### 2026-01-14
- https://app.ekamoira.com/
- https://apps.apple.com/us/app/repomance/id6756920720
- https://apps.apple.com/us/app/sublimated/id6757111538?mt=12
- https://archivara.org/pdf/927a9c63-afb5-4789-8ed5-c323e961056e
- https://arxiv.org/abs/2601.07222
- https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence/
- https://blog.google/innovation-and-ai/technology/developers-tools/kaggle-community-benchmarks/
- https://cli.knowns.dev/
- https://github.com/sung01299/tabdog
- https://github.com/yvann-ba/ComfyUI_Yvann-Nodes
- https://huggingface.co/prithivMLmods/Qwen-Image-Edit-2511-Unblur-Upscale
- https://interestingengineering.com/ai-robotics/us-senate-passes-grok-ai-explicit-images-bill
- https://iordv.github.io/Droppy
- https://kyutai.org/blog/2026-01-13-pocket-tts
- https://platform.openai.com/docs/models/gpt-5.2-codex
- https://taphouse.multimodalsolutions.gr/
- https://tarun-yadav.com/murmur
- https://techcrunch.com/2026/01/14/openai-signs-deal-reportedly-worth-10-billion-for-compute-from-cerebras/
- https://trytidey.com/
- https://www.remio.ai/
- https://www.simpl.sh/

### Developing Stories
- **GPT-5.2 Erdős Problem** — Follow-up from Jan 9 on GPT-5.2 solving Erdős Problem #728. Watch for peer review, formal verification.
- **xAI Colossus 2** — First gigawatt datacenter coverage Jan 17. Watch for more details on training runs.
- **Data Center Cancellations** — Jan 19 story on 2025 cancellations. May have follow-up analysis.

---

## Source 0: Product Hunt

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

### Raw Data
| Rank | Name | Tagline | Votes | Website |
|------|------|---------|-------|---------|
| 1 | daily.dev Recruiter | Hire from the world's largest developer community | 353 | daily.dev |
| 2 | Interactpitch | Interactive pitch decks with real-time viewer insights | 290 | interactpitch.com |
| 3 | Typeless for Android | First AI voice keyboard for Android | 182 | typeless.ai |
| 4 | Evernote v11 | Your second brain, leveled up | 178 | evernote.com |
| 5 | Figy.ai | AI Flashcards That Grow as You Learn | 166 | figy.ai |
| 6 | Dopamine.chat | Effortlessly build your AI team for everything you do | 165 | dopamine.chat |
| 7 | Rippletide Eval CLI | Evaluation tool for AI agents | 143 | rippletide.com |
| 8 | Trace | F**k The Algorithm. Make Your Own | 134 | trace.so |
| 9 | Sapiare New Tab | Find inspiration every time you open a new tab | 124 | sapiare.com |
| 10 | MCPJam Inspector | Test + develop ChatGPT apps and MCP apps locally | 120 | mcpjam.com |
| 11 | Translator | Translate any video to 30+ languages with latest AI | 107 | translator.app |
| 12 | Foldr for MacOS | A Finder extension to create folders with custom icons | 101 | foldr.app |
| 13 | relayd | Remote control for your Codex agents. Ship from anywhere | 97 | relayd.app |
| 14 | Caffeine Curfew iOS | Track caffeine intake, hydration, and master your sleep | 95 | caffeinecurfew.app |
| 15 | Moldable | Personal software. Built for change | 93 | moldable.sh |
| 16 | Habitz | Goal planner & progress | 92 | habitz.app |
| 17 | 3D Viewer for Google Drive | A simple yet powerful 3D viewer for Google Drive | 88 | 3dviewer.app |
| 18 | Stroke | Animate SVGs. Beautifully | 88 | stroke.app |
| 19 | BabyCheck | Scan baby food: Spot dangers & get healthier alternatives | 86 | babycheck.app |
| 20 | Raycaster | AI workspace for high-stakes documents | 82 | raycaster.app |

### Initial Filter
| Rank | Name | Decision | Reason |
|------|------|----------|--------|
| 1 | daily.dev Recruiter | SKIP | Hiring/recruiting tool, not a power user tool |
| 2 | Interactpitch | SKIP | Pitch deck tool for fundraising, not relevant |
| 3 | Typeless for Android | SKIP | Android-only (user uses macOS/iOS) |
| 4 | Evernote v11 | SKIP | Note app, user has Obsidian/Notion. Comments show skepticism |
| 5 | Figy.ai | SKIP | Flashcard/learning app, user not a student |
| 6 | Dopamine.chat | CANDIDATE | AI agent builder, workflow automation |
| 7 | Rippletide Eval CLI | CANDIDATE | CLI tool for evaluating AI agents |
| 8 | Trace | CANDIDATE | Content aggregator across multiple sources, matches power user interest |
| 9 | Sapiare New Tab | SKIP | New tab extension, user has Raycast/daily.dev |
| 10 | MCPJam Inspector | CANDIDATE | MCP development tool - HIGH PRIORITY |
| 11 | Translator | CANDIDATE | Video translation with AI, open source, desktop app |
| 12 | Foldr for MacOS | CANDIDATE | macOS Finder extension for folder icons |
| 13 | relayd | CANDIDATE | Remote control for Codex agents from phone - integrates with Claude Code/Codex workflow |
| 14 | Caffeine Curfew iOS | SKIP | Wellness/fitness tracking app |
| 15 | Moldable | CANDIDATE | Local-first AI app builder |
| 16 | Habitz | SKIP | Habit tracker, generic |
| 17 | 3D Viewer for Google Drive | SKIP | Very niche, user doesn't work with 3D files |
| 18 | Stroke | CANDIDATE | SVG animation tool, design/creative utility |
| 19 | BabyCheck | SKIP | Baby food scanner, not relevant |
| 20 | Raycaster | SKIP | Drug development docs - very niche industry |

### Analyzed: MCPJam Inspector
- decision: INCLUDE
- website: https://mcpjam.com
- github: https://github.com/MCPJam/inspector
- votes: 120
- summary: |
    Local development tool for testing ChatGPT apps and MCP servers. Chrome DevTools-like
    emulator for widget testing, OAuth debugger for authorization flows, LLM playground
    for testing against any model. No ngrok or ChatGPT subscription needed. Apache 2.0
    license, 1.6k GitHub stars. Install via npx or desktop apps for macOS/Windows.
- card_type: link

### Analyzed: Rippletide Eval CLI
- decision: INCLUDE
- website: https://eval.rippletide.com/
- github: https://github.com/rippletide/eval-cli
- votes: 143
- summary: |
    CLI tool for evaluating AI agent endpoints with hallucination detection. Generates
    test questions from agent knowledge, supports PostgreSQL and Pinecone integrations
    for RAG evaluation. Checks factual claims against verified sources, outputs detailed
    reports. Open source hallucination measurement module.
- card_type: link

### Analyzed: Moldable
- decision: INCLUDE
- website: https://moldable.sh
- votes: 93
- summary: |
    Build local apps through AI conversation. Describe what you need, iterate via natural
    language. All code/data stays in ~/.moldable/ on your machine. Supports Anthropic,
    OpenAI, Google Gemini models. Free, no account required. macOS only (Windows/Linux
    coming). Privacy-focused with sandboxed AI operations.
- card_type: link

### Analyzed: Stroke
- decision: INCLUDE
- website: https://stroke.abhii.space
- github: https://github.com/abhix4/stroke
- votes: 88
- summary: |
    Web app for creating hand-drawn SVG stroke animations. Draw in canvas, preview
    animations, export as React components with Motion library. Built with Next.js,
    TypeScript, Tailwind. Open source. Great for logos, signatures, illustrations.
- card_type: compact

### Analyzed: Dopamine.chat
- decision: DISCARD
- reason: Generic AI agent platform, not differentiated enough vs n8n/Zapier + LLM. No clear unique value proposition found on website.

### Analyzed: Trace
- decision: DISCARD
- reason: Website not accessible during analysis. Content aggregator concept interesting but couldn't verify features/quality.

### Analyzed: Translator
- decision: DISCARD
- reason: Many similar open source video translation tools exist (KrillinAI, SoniTranslate). Nothing unique about this one based on PH description.

### Analyzed: Foldr for MacOS
- decision: DISCARD
- reason: Website is domain for sale ($3,379). Product may exist but no verifiable website found. macOS 26 now has native folder customization.

### Analyzed: relayd
- decision: DISCARD
- reason: Similar to "Happy" app already covered on Jan 17. Mobile control for Codex agents is a known space with existing alternatives.

### Product Hunt Complete
- candidates_analyzed: 9
- included: 4
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 25 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qhpmaw | OpenAI's New Audio Models Launched | 123 | openrouter.ai/openai/gpt-audio |
| 1qi7mny | Former OpenAI policy chief creates nonprofit for independent safety audits | 69 | fortune.com |
| 1qi4pmv | OpenAI and ServiceNow partnership | 21 | wsj.com |
| 1qi76u2 | Dario Amodei calls out Trump chip policy | 14 | video |

### Fetch: r/singularity
- [x] Fetched 18 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qhuuqf | Thinking Game documentary 305M views | 406 | image |
| 1qi524f | Palantir CEO: AI to make large-scale immigration obsolete | 247 | bloomberg.com |
| 1qi2kbq | DeepMind/Anthropic CEOs: AI coming for junior roles | 220 | businessinsider.com |
| 1qhy3jt | Gemini developer requests doubled in 5 months | 119 | theinformation.com |
| 1qhzx1p | The Day After AGI - WEF livestream | 101 | youtube.com |
| 1qi66g7 | Dario Amodei at Davos on AGI timelines | 60 | youtube live |
| 1qidekn | Demis Hassabis: 50% chance of AGI by 2030 | 42 | reddit |

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qi4uj2 | 768GB 10x GPU Mobile AI Build | 564 | gallery |
| 1qhs2sd | One year since DeepSeek-R1 release | 270 | image |
| 1qhpima | GLM 4.7 Flash GGUF by Bartowski | 176 | huggingface.co |
| 1qi512t | Liquid AI: Best thinking model under 1GB | 162 | image |
| 1qids6a | You have 64gb RAM, 16gb VRAM, no internet: 3 models? | 136 | text |
| 1qhxlgy | GLM-4.7-Flash best thinking process | 120 | text |
| 1qhqzsi | Mosquito: 7.3M parameter tiny model | 111 | huggingface |
| 1qib2ks | Runpod hits $120M ARR | 115 | techcrunch.com |
| 1qhwfe0 | How to run/finetune GLM-4.7-Flash locally | 108 | unsloth.ai |
| 1qih9r8 | GLM-4.7-Flash broken in llama.cpp | 88 | github.com |
| 1qi3nmd | 6K novels with reasoning traces dataset | 85 | huggingface |
| 1qi06kp | DeepSeek repo updated: new "model1" reference | 65 | github.com |
| 1qi78u3 | Giga Potato:free in Kilo Code may be DeepSeek V4 | 44 | blog.kilo.ai |

### Fetch: r/artificial
- [x] Fetched 10 posts at 2026-01-20

Key posts: Mostly discussion/questions, no strong candidates.

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qhpmaw | openai | OpenAI's New Audio Models | CANDIDATE | New model release |
| 1qi524f | singularity | Palantir CEO on AI/immigration | SKIP | Societal speculation |
| 1qi2kbq | singularity | Hassabis/Amodei on junior roles | CANDIDATE | Significant societal impact from credible sources |
| 1qhy3jt | singularity | Gemini requests doubled | SKIP | Behind paywall (The Information) |
| 1qhzx1p | singularity | Day After AGI WEF | SKIP | General livestream, no specific news |
| 1qi66g7 | singularity | Dario Amodei Davos interview | CANDIDATE | AGI timelines from Anthropic CEO |
| 1qidekn | singularity | Demis Hassabis AGI 50% by 2030 | CANDIDATE | Major timeline statement |
| 1qi4uj2 | LocalLLaMA | 768GB 10x GPU Build | CANDIDATE | Impressive local hardware build |
| 1qhs2sd | LocalLLaMA | One year since R1 | SKIP | Anniversary reflection, no news |
| 1qhpima | LocalLLaMA | GLM 4.7 Flash GGUF | SKIP | GLM-4.7-Flash covered Jan 19 |
| 1qi512t | LocalLLaMA | Liquid AI sub-1GB thinking model | CANDIDATE | New small reasoning model |
| 1qhqzsi | LocalLLaMA | Mosquito 7.3M model | CANDIDATE | Tiny model with surprising capability |
| 1qib2ks | LocalLLaMA | Runpod $120M ARR | SKIP | Business news, not user-relevant |
| 1qi3nmd | LocalLLaMA | 6K novels dataset | CANDIDATE | Training resource for creative writing LLMs |
| 1qi06kp | LocalLLaMA | DeepSeek "model1" reference | CANDIDATE | Potential DeepSeek news |

### Analyzed: OpenAI Audio Models (1qhpmaw)
- decision: INCLUDE
- subreddit: openai
- score: 123
- urls:
    primary: https://openrouter.ai/openai/gpt-audio
- summary: |
    OpenAI launched GPT Audio and GPT Audio Mini via OpenRouter. Features upgraded
    decoder for more natural voices and better consistency. GPT Audio: $32/M input,
    $64/M output. GPT Audio Mini: $0.60/M - cost-efficient option. First generally
    available audio models from OpenAI.
- card_type: link

### Analyzed: Hassabis/Amodei on Junior Roles (1qi2kbq)
- decision: INCLUDE
- subreddit: singularity
- score: 220
- urls:
    primary: https://www.businessinsider.com/google-deepmind-anthropic-ceos-ai-junior-roles
- summary: |
    At Davos, Google DeepMind CEO Demis Hassabis and Anthropic CEO Dario Amodei both
    said AI is starting to impact junior-level roles at their own companies. "We're
    going to see this year the beginnings of maybe it impacting the junior level."
    First explicit admission from AI lab CEOs about workforce impact.
- card_type: featured

### Analyzed: Demis Hassabis AGI Timeline (1qidekn)
- decision: INCLUDE
- subreddit: singularity
- score: 42
- urls:
    primary: https://www.youtube.com/watch?v=mmKAnHz36v0
- summary: |
    Demis Hassabis gave 50% probability of AGI by 2030 at Bloomberg Davos interview.
    Defines AGI as systems with all core human cognitive abilities. Notes current
    models still lack scientific creativity and real-time continuous learning.
    Called this "the most important technology ever created."
- card_type: link

### Analyzed: 768GB Mobile AI Build (1qi4uj2)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 564
- urls:
    primary: https://reddit.com/r/LocalLLaMA/comments/1qi4uj2/768gb_fully_enclosed_10x_gpu_mobile_ai_build/
- summary: |
    Impressive local rig: Threadripper Pro 3995WX, 512GB RAM, 256GB VRAM (8x 3090 +
    2x 5090), all in Thermaltake Core W200 case. ~$17k total. Built for running
    large MoE models like DeepSeek V3 and Kimi K2, plus video generation. Detailed
    build photos and thermal management.
- card_type: link

### Analyzed: Liquid AI Sub-1GB Thinking Model (1qi512t)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 162
- urls:
    primary: https://huggingface.co/liquid-ai/LFM2.5-1.2B-Thinking
- summary: |
    Liquid AI released LFM2.5-1.2B-Thinking - a reasoning model under 1GB (900MB).
    Generates internal thinking traces before answering. Matches/exceeds Qwen3-1.7B
    thinking mode on most benchmarks. Runs entirely on-device. Strong at tool use,
    math, and instruction following.
- card_type: link

### Analyzed: Mosquito 7.3M Model (1qhqzsi)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 111
- urls:
    primary: https://huggingface.co/ag14850/Mosquito
- summary: |
    Mosquito: A 7.3M parameter "brain-size" model that answers surprisingly many
    general knowledge questions. Demo available on Hugging Face Spaces. Novel
    approach to tiny knowledge models.
- card_type: compact

### Analyzed: DeepSeek "model1" Reference (1qi06kp)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 65
- urls:
    primary: https://github.com/deepseek-ai/FlashMLA/blob/main/flash_mla/flash_mla_interface.py
- summary: |
    DeepSeek's FlashMLA repository updated with reference to a new "model1". Could
    indicate upcoming model release. Community speculation on whether this is
    DeepSeek V4 or another architecture. Watch for announcements.
- card_type: compact

### Analyzed: 6K Novels Dataset (1qi3nmd)
- decision: DISCARD
- reason: Training dataset for book-writing LLMs. Niche resource, not user-actionable.

### Analyzed: Dario Amodei Davos (1qi66g7)
- decision: DISCARD
- reason: Covered by the Hassabis/Amodei junior roles story above. Same event.

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 9
- included: 7
- phase: source-1-complete

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 25 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qi6mzz | Z-Image + Qwen + Wan 2.2 + MMAudio | 736 | video |
| 1qhulcx | Flux.2 Klein file-level prompts tutorial | 248 | text |
| 1qi3j69 | LTX-2 10-day journey | 219 | video |
| 1qhv0g1 | Flux Klein gives me SD3 vibes | 140 | gallery |
| 1qib7cw | INT8 speedup for 30-series | 123 | text |
| 1qhrbp6 | HeartMuLa open source music | 117 | text |
| 1qicpug | LTX-2 Multi-GPU node | 31 | video |
| 1qigbb6 | Waypoint-1 video world model WASD | 23 | video |

### Fetch: r/midjourney
- [x] Fetched 25 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qhs6a2 | Zombie apocalypse video | 263 | video |
| 1qhvryg | Robotic critters | 102 | gallery |
| 1qhqk86 | Lattisework visual prompt glossary | 23 | video |

### Fetch: r/comfyui
- [x] Fetched 24 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qhuqwr | National TV campaign using ComfyUI | 107 | text |
| 1qhx5vh | HeartMuLa music nodes | 40 | text |
| 1qiemzp | ComfyUI-Svg2Gcode | 9 | github |

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qi6mzz | StableDiffusion | Z-Image + Qwen + Wan + MMAudio | CANDIDATE | Novel multi-model workflow |
| 1qhulcx | StableDiffusion | Flux.2 Klein file-level prompts | CANDIDATE | Technical guide for photo restoration |
| 1qi3j69 | StableDiffusion | LTX-2 10-day journey | SKIP | Experience sharing, no actionable info |
| 1qib7cw | StableDiffusion | INT8 speedup for 30-series | CANDIDATE | Technical optimization for older GPUs |
| 1qhrbp6 | StableDiffusion | HeartMuLa open source music | SKIP | Already covered Jan 19 |
| 1qicpug | StableDiffusion | LTX-2 Multi-GPU node | CANDIDATE | Multi-GPU support for LTX-2 |
| 1qigbb6 | StableDiffusion | Waypoint-1 WASD controls | CANDIDATE | Novel real-time video world model |
| 1qhqk86 | midjourney | Lattisework prompt glossary | CANDIDATE | Resource tool for prompting |
| 1qhuqwr | comfyui | National TV campaign | CANDIDATE | Real-world production case study |
| 1qhx5vh | comfyui | HeartMuLa nodes | SKIP | Already covered Jan 19 |
| 1qiemzp | comfyui | ComfyUI-Svg2Gcode | CANDIDATE | Unique physical output workflow |

### Analyzed: Z-Image + Qwen + Wan + MMAudio Workflow (1qi6mzz)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 736
- urls:
    primary: https://youtu.be/54IxX6FtKg8
    reddit: https://reddit.com/r/StableDiffusion/comments/1qi6mzz/
- summary: |
    Full video generation pipeline on a 5070ti: Z-Image for stills, Qwen Image Edit for
    refinement, Wan 2.2 for video, MMAudio for sound effects, SeedVR2 for upscaling.
    Demonstrates consumer-hardware video production workflow. All sound effects AI-generated.
- card_type: featured

### Analyzed: Flux.2 Klein File-Level Prompts (1qhulcx)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 248
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1qhulcx/
- summary: |
    Technical tip for Flux 2 Klein photo restoration: avoid descriptive prompts that
    cause face hallucination. Use direct, technical post-processing prompts instead
    (e.g., "increase sharpness" not "beautiful woman"). Key for preserving identity
    when upscaling/restoring old photos.
- card_type: link

### Analyzed: INT8 Speedup for 30-Series GPUs (1qib7cw)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 123
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1qib7cw/
- summary: |
    INT8 quantization for Flux Klein 9B gives 2x speedup on 30-series GPUs (1.04s/it vs
    2.07s/it with torch compile). Great for extending life of older hardware. ComfyUI
    implementation available. Quality comparison images show minimal degradation.
- card_type: link

### Analyzed: LTX-2 Multi-GPU Node (1qicpug)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 31
- urls:
    primary: https://github.com/RandomInternetPreson/ComfyUI_LTX-2_VRAM_Memory_Management/tree/main/ltx_multi_gpu_chunked
    reddit: https://reddit.com/r/StableDiffusion/comments/1qicpug/
- summary: |
    ComfyUI node enabling multi-GPU LTX-2 generation. Generated 800 frames at 1920x1080
    in single uninterrupted generation. Frame count scales with total VRAM. No interpolation
    or stitching required. Code in flux but functional.
- card_type: compact

### Analyzed: Waypoint-1 Video World Model (1qigbb6)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 23
- urls:
    primary: https://github.com/daydreamlive/scope-overworld
- summary: |
    Real-time video world model with WASD/mouse controls. Waypoint-1-Small runs at 20-30
    FPS on high-end consumer GPU (RTX 5090). Can share live feed with other apps, record
    clips, use via API. Novel approach to controllable video generation.
- card_type: compact

### Analyzed: Lattisework Prompt Glossary (1qhqk86)
- decision: DISCARD
- reason: Visual prompt glossary tool - useful but limited appeal. MJ-specific.

### Analyzed: National TV Campaign (1qhuqwr)
- decision: DISCARD
- reason: Interesting case study but no actionable resources or tools shared.

### Analyzed: ComfyUI-Svg2Gcode (1qiemzp)
- decision: DISCARD
- reason: Very niche (CNC/pen plotter output). Not relevant to most users.

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 9
- included: 5
- phase: source-2-complete

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 19 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qi1qc8 | Consul - rename to convert files | 365 | getconsul.app |
| 1qi0e0i | Hand Mirror 4 with Snaps | 119 | video |
| 1qicnx7 | BentoBox window manager | 19 | video |
| 1qhza2i | Tinker open-source toolbox | 11 | github |
| 1qii7wv | CaddyBar - Caddy Server GUI | 2 | gallery |

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qi64pr | Bound Book Format (100x faster CBZ) | 1093 | image |
| 1qi7iih | HYPERMIND v1.0.0 | 104 | text |
| 1qi4v66 | Papra v26.0.0 document management | 80 | text |
| 1qiljay | Aonsoku - Navidrome desktop client | 12 | gallery |

### Fetch: r/opensource
- [x] Fetched 24 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qi4182 | Prisma color space library | 13 | text |
| 1qhrhhi | jsl - JSONL query CLI | 3 | github |

### Fetch: r/SideProject
- [x] Fetched 25 posts at 2026-01-20

Key posts:
| ID | Title | Score | External URL |
|----|-------|-------|--------------|
| 1qi06gh | Squair breathing app | 93 | video |
| 1qicb68 | Summit local AI meeting notes | 4 | summitnotes.app |
| 1qi3l5h | Growth wallpaper (GitHub-connected) | 5 | github |

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qi1qc8 | macapps | Consul - rename to convert | CANDIDATE | Novel macOS utility |
| 1qi0e0i | macapps | Hand Mirror 4 | CANDIDATE | Popular macOS app update |
| 1qicnx7 | macapps | BentoBox window manager | CANDIDATE | FancyZones-style for macOS |
| 1qhza2i | macapps | Tinker toolbox | CANDIDATE | Open source utility collection |
| 1qii7wv | macapps | CaddyBar | CANDIDATE | Dev tool for Caddy server |
| 1qi64pr | selfhosted | Bound Book Format | CANDIDATE | Novel file format, impressive optimization |
| 1qi7iih | selfhosted | HYPERMIND v1.0.0 | SKIP | Counter/analytics tool, not directly useful |
| 1qi4v66 | selfhosted | Papra v26.0.0 | CANDIDATE | Lightweight document management |
| 1qiljay | selfhosted | Aonsoku Navidrome client | CANDIDATE | Desktop client for music server |
| 1qhrhhi | opensource | jsl JSONL CLI | CANDIDATE | Useful dev tool |
| 1qicb68 | SideProject | Summit meeting notes | CANDIDATE | Local AI meeting transcription |
| 1qi3l5h | SideProject | Growth wallpaper | CANDIDATE | Fun dev productivity tool |

### Analyzed: Consul (1qi1qc8)
- decision: INCLUDE
- subreddit: macapps
- score: 365
- urls:
    primary: https://getconsul.app
- summary: |
    macOS menubar app that automatically converts files when you change their extension.
    Rename "video.mp4" to "video.mov" and Consul converts it for you. Works with
    video, audio, images. Lifetime license $9. Native Swift, runs locally.
- card_type: link

### Analyzed: Hand Mirror 4 (1qi0e0i)
- decision: INCLUDE
- subreddit: macapps
- score: 119
- urls:
    primary: https://handmirror.app
- summary: |
    Major update to popular menubar camera utility. New "Snaps" feature lets you take
    quick selfies without opening a camera app. Useful for video call prep checks.
    Free base version, premium features available.
- card_type: link

### Analyzed: BentoBox Window Manager (1qicnx7)
- decision: INCLUDE
- subreddit: macapps
- score: 19
- urls:
    primary: https://bentobox.app
- summary: |
    Zone-based window manager for macOS (FancyZones-style). v1.1.2 adds per-Space
    layouts. Great for ultrawides and multi-monitor setups. Drag windows to zones
    for quick organization. Lifetime license.
- card_type: link

### Analyzed: Tinker Toolbox (1qhza2i)
- decision: INCLUDE
- subreddit: macapps
- score: 11
- urls:
    primary: https://github.com/liriliri/tinker
- summary: |
    Open-source desktop toolbox bundling small everyday tools: JSON formatter, base64
    encoder, color picker, UUID generator, etc. Runs locally with consistent UI.
    Cross-platform (macOS, Windows, Linux). Free.
- card_type: compact

### Analyzed: CaddyBar (1qii7wv)
- decision: DISCARD
- reason: Very niche (Caddy server users only). Most devs use nginx or traefik.

### Analyzed: Bound Book Format (1qi64pr)
- decision: INCLUDE
- subreddit: selfhosted
- score: 1093
- urls:
    primary: https://github.com/ef1500/boundbook
- summary: |
    New open-source comic book format (BBF) that's 100x faster than CBZ. Solves
    CBZ problems: no random access, slow integrity checking, single file corruption
    kills archive. Built by someone who got into a Discord argument about CBZ efficiency.
- card_type: featured

### Analyzed: Papra v26.0.0 (1qi4v66)
- decision: INCLUDE
- subreddit: selfhosted
- score: 80
- urls:
    primary: https://github.com/papra-app/papra
- summary: |
    Minimalist document management platform. v26.0.0 adds advanced search syntax,
    instance administration, and 2FA. Lighter alternative to Paperless-ngx with
    high WAF (wife acceptance factor). 3k GitHub stars.
- card_type: link

### Analyzed: Aonsoku (1qiljay)
- decision: INCLUDE
- subreddit: selfhosted
- score: 12
- urls:
    primary: https://github.com/j-music/aonsoku
- summary: |
    Modern desktop client for Navidrome/Subsonic music servers. React + Electron
    with clean UI. Podcast support, auto-fetches synced lyrics from LRCLIB, shows
    embedded lyrics, proper scrobbling. Good alternative to web interface.
- card_type: compact

### Analyzed: jsl JSONL CLI (1qhrhhi)
- decision: INCLUDE
- subreddit: opensource
- score: 3
- urls:
    primary: https://github.com/bisegni/jsl
- summary: |
    CLI tool to query JSONL files like a database. Useful for log analysis and
    data processing pipelines. Simple SQL-like queries on newline-delimited JSON.
- card_type: compact

### Analyzed: Summit Meeting Notes (1qicb68)
- decision: INCLUDE
- subreddit: SideProject
- score: 4
- urls:
    primary: https://summitnotes.app
- summary: |
    Local AI meeting insights for macOS. Records, transcribes, identifies speakers,
    and summarizes meetings entirely on-device. Works with any call app. No audio
    leaves your machine. Ideal for NDA-covered calls.
- card_type: link

### Analyzed: Growth Wallpaper (1qi3l5h)
- decision: DISCARD
- reason: Fun concept but very niche appeal. Not practical for most users.

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 12
- included: 9
- phase: source-3-complete

---

## Final Status
phase: complete
html_generated: 2026-01-20
items_count: 25
links_validated: true
permissions_set: true
telegram_sent: true
completion_signaled: true
