# Digest: 2026-01-17

## Status
phase: source-0-processing
updated: 2026-01-17T03:01:33Z

---

## Previous Digests (Last 7 Days)

### 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
- https://youtu.be/M9rCdySIAlM

### 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://files.catbox.moe/djp6j1.json
- 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://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.producthunt.com/r/U62CCN2HFODKDY
- https://www.remio.ai/
- https://www.simpl.sh/

### 2026-01-13
- https://claude.com/download
- https://confer.to
- https://dawiso.com
- https://getmeety.app
- https://github.com/bbbneo333/aurora
- https://github.com/ekwek1/soprano
- https://github.com/mattogodoy/nametag
- https://github.com/MODSetter/SurfSense
- https://github.com/ostris/ai-toolkit
- https://github.com/simpledms/simpledms
- https://ltx.io/model/ltx-2
- https://recent.dev
- https://relinq.app
- https://tuancao.gumroad.com/l/keeper-photo
- https://voquill.com
- https://wangchujiang.com/audioer/
- https://www.apple.com/apple-creator-studio/
- https://www.beambrowser.app/
- https://www.cbsnews.com/news/elon-musk-grok-ai-pentagon-growing-backlash/
- https://www.phia.app

### 2026-01-12
- https://apps.apple.com/us/app/docklock-lite/id6741814079?mt=12
- https://app.superdesign.dev/library
- https://atlas.co/new/
- https://geoguesslite.com
- https://github.com/calibrain/shelfmark
- https://github.com/civilblur/youlag
- https://github.com/deepbeepmeep/Wan2GP
- https://github.com/jackchuka/dutix
- https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union-2.1
- https://huggingface.co/GitMylo/Wan_2.2_nvfp4/tree/main
- https://modelscope.cn/models/PAI/Qwen-Image-2512-Fun-Controlnet-Union
- https://openai.com/index/introducing-chatgpt-health/
- https://pub.sakana.ai/DroPE/
- https://pura-vida.in/apps/pdf-auditor/
- https://the-decoder.com/chinese-researchers-diagnose-ai-image-models-with-aphasia-like-disorder-develop-self-healing-framework/
- https://trophy.so
- https://wallspace.app
- https://www.adject.ai
- https://www.bloomberg.com/news/articles/2026-01-11/anthropic-adds-features-for-doctors-patients-in-health-care-push
- https://www.cnbc.com/2026/01/12/apple-google-ai-siri-gemini.html
- https://www.cubic.dev
- https://www.reddit.com/r/StableDiffusion/comments/1qb2cfz/i_recreated_a_school_of_rock_scene_with_ltx2/
- https://www.youtube.com/watch?v=lS_z60kjVEk

### 2026-01-11
- https://1timelink.com
- https://axiommath.ai/territory/from-seeing-why-to-checking-everything
- https://dig.watch/updates/eu-pushes-for-open-source-commercialisation-to-reduce-tech-dependence
- https://electrek.co/2026/01/09/elon-musk-xai-build-ai-tesla-optimus-amid-breach-of-fiduciary-duty-lawsuit/
- https://freeupmymac.com
- https://github.com/aligundogdu/matrixmigrate
- https://github.com/Comfy-Org/ComfyUI/issues/11791
- https://github.com/DannyRuijters/webrtc-friends
- https://github.com/itskovacs/trip
- https://github.com/Mewiof/MSDAW
- https://github.com/p-e-w/heretic
- https://github.com/zainzafar90/meelio
- https://github.com/zhfahim/anchor
- https://hub.docker.com/r/fnsys/dockhand
- https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO/tree/main/v19
- https://nucleus.terramind.com
- https://tinydot.com
- https://tuxmate.com
- https://wantmymtv.xyz
- https://www.bloomberg.com/news/articles/2026-01-10/china-ai-leaders-warn-of-widening-gap-with-us-after-1b-ipo-week
- https://www.elser.ai
- https://www.gigabyte.com/Press/News/2354
- https://www.phoronix.com/news/Linus-Torvalds-Vide-Coding
- https://youtu.be/f2d40eY7P1s

### Developing Stories
- **GPT-5.2 Erdős Problem #728** — Covered 01/09-01/11. Terence Tao confirmed AI solved a 50-year-old math problem. Watch for peer review updates.
- **OpenAI-Elon feud** — Covered 01/16 (Sam Altman response). Ongoing saga.
- **Apple-Google AI partnership** — Covered 01/12. Apple potentially using Gemini for Siri.
- **Anthropic healthcare features** — Covered 01/12. Claude for medical applications.
- **FLUX 2 Klein** — Covered 01/15. New model release from BFL.
- **LTX-2 video model** — Covered 01/13-01/16. Ongoing workflows and optimizations.

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-01-18 03:01:33 UTC

### Raw Data
| Rank | ID | Name | Tagline | Votes | Website |
|------|-----|------|---------|-------|---------|
| 1 | 1063756 | Sled | Run your coding agent from your phone, with voice | 335 | PH redirect |
| 2 | 1045835 | Dewdrop | Turn your forgotten bookmarks into daily discoveries | 234 | PH redirect |
| 3 | 1062213 | Chessmaster AI | Transform Your Chess Skills with AI-Powered Training | 187 | PH redirect |
| 4 | 1063306 | StealthHound | Your browser's blind spots, Exposed. | 174 | PH redirect |
| 5 | 1061731 | LinkNotch | Turn your MacBook Notch into a fast access bookmark bar | 130 | PH redirect |
| 6 | 1061794 | Colloqio | On-device AI - private, fast, always available | 118 | PH redirect |
| 7 | 1062030 | KanjiLens | Kanji Lens is a Japanese manga translator and learning tool | 114 | PH redirect |
| 8 | 1061603 | Enote | Lightweight Desktop Notes | 102 | PH redirect |
| 9 | 1062852 | SuperFam | One App, All Things Family | 54 | PH redirect |
| 10 | 1061686 | LiFE RPG 2.0 | Gamify your Life, Play your own story | 41 | PH redirect |
| 11 | 1061422 | Fleety | Turn your docs into instant customer support | 16 | PH redirect |
| 12 | 1063688 | Free AI Tool For That | Unlimited free AI tools that run locally in your browser | 11 | PH redirect |
| 13 | 1063853 | Bürolingo | Duolingo-style lessons for surviving German paperwork | 10 | PH redirect |
| 14 | 1063904 | Corgi AI | AI coach that turns goals into quests | 9 | PH redirect |
| 15 | 1062705 | Ultimate Guide to Umrah 2026 | umrah packages | 7 | PH redirect |
| 16 | 1063863 | Serene | Complexity reimagined as serenity | 6 | PH redirect |
| 17 | 1063639 | Fair Price Calculator | Compare. Analyse. Know the right price | 6 | PH redirect |
| 18 | 1063974 | Reach | The personal CRM for freelancers who hate CRMs | 5 | PH redirect |
| 19 | 1063951 | TrailerSwiper | I built this to stop doom-scrolling Netflix | 5 | PH redirect |
| 20 | 1060747 | Hollow | A true Assistant AI, right on your wrist | 4 | PH redirect |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1063756 | Sled | CANDIDATE | Voice interface for Claude Code/Codex - HIGH PRIORITY, AI automation |
| 1045835 | Dewdrop | CANDIDATE | Raindrop.io bookmark rediscovery - power user tool |
| 1062213 | Chessmaster AI | SKIP | Chess app - not in interests |
| 1063306 | StealthHound | CANDIDATE | Browser privacy/fingerprinting - power user tool |
| 1061731 | LinkNotch | CANDIDATE | macOS notch utility - HIGH PRIORITY macOS app |
| 1061794 | Colloqio | CANDIDATE | On-device local AI - interesting for local LLM user |
| 1062030 | KanjiLens | SKIP | Language learning manga - not in interests |
| 1061603 | Enote | SKIP | Note app - already has Obsidian/Notion |
| 1062852 | SuperFam | SKIP | Family app - not in interests |
| 1061686 | LiFE RPG 2.0 | SKIP | Gamification app - Notion template, not in interests |
| 1061422 | Fleety | SKIP | Generic AI chatbot/support widget |
| 1063688 | Free AI Tool For That | CANDIDATE | Browser-based local AI tools - interesting |
| 1063853 | Bürolingo | SKIP | German bureaucracy learning - niche/not in interests |
| 1063904 | Corgi AI | SKIP | Learning coach - generic productivity |
| 1062705 | Ultimate Guide to Umrah 2026 | SKIP | Travel guide - not in interests |
| 1063863 | Serene | SKIP | PDF reader - already has many tools |
| 1063639 | Fair Price Calculator | SKIP | Real estate India tool - not in interests |
| 1063974 | Reach | CANDIDATE | Personal CRM iOS - simple, iCloud sync |
| 1063951 | TrailerSwiper | SKIP | Movie discovery - entertainment |
| 1060747 | Hollow | CANDIDATE | Watch AI assistant - interesting hardware + AI combo |

### Analyzed: Sled (ID: 1063756)
- decision: INCLUDE
- website: (open source - see PH page)
- producthunt: https://www.producthunt.com/products/sled-voice-interface-for-claude-code
- votes: 335
- summary: |
    Voice interface for coding agents (Claude Code, OpenAI Codex, Gemini CLI) that lets you
    control your agent from your phone. Connects securely via Tailscale so code never
    leaves your machine. You talk, the agent works locally, and you hear the result.
    Fully open source. Perfect for when you step away from desk but agent needs input.
- card_type: featured

### Analyzed: Dewdrop (ID: 1045835)
- decision: INCLUDE
- website: (needs to connect to Raindrop.io)
- producthunt: https://www.producthunt.com/products/dewdrop-2
- votes: 234
- summary: |
    Turn your Raindrop.io bookmarks into daily discoveries. Picks random forgotten bookmarks
    and sends concise AI summaries to your inbox. Rediscover the value in what your past
    self chose to save. Free to start.
- card_type: link

### Analyzed: StealthHound (ID: 1063306)
- decision: INCLUDE
- website: https://stealthhound.netlify.app/
- producthunt: https://www.producthunt.com/products/stealthhound
- votes: 174
- summary: |
    Chrome extension that exposes and blocks hidden browser fingerprinting and silent tracking
    in real time. Live alerts, automatic blocking of canvas fingerprinting, API abuse, and
    hardware probing. Runs fully locally with zero data collection. Like Little Snitch for
    your browser.
- card_type: link

### Analyzed: LinkNotch (ID: 1061731)
- decision: INCLUDE
- website: (price: ~$12-15/year)
- producthunt: https://www.producthunt.com/products/linknotch-link-drawer-for-your-macbook
- votes: 130
- summary: |
    macOS utility that transforms your MacBook notch into a quick-access bookmark bar.
    Hover or click the notch to access frequently visited links. Supports Work/General
    categories. Great for reclaiming dead screen real estate on notched MacBooks.
- card_type: link

### Analyzed: Colloqio (ID: 1061794)
- decision: INCLUDE
- website: https://colloqio.app/
- producthunt: https://www.producthunt.com/products/colloqio-offline-ai-chat-app
- votes: 118
- summary: |
    On-device AI companion for iOS that runs 100% locally. No cloud, no data collection,
    works offline. The AI remembers your conversations, preferences, and grows with you.
    Not a ChatGPT replacement for complex tasks, but solid for quick questions and
    brainstorming when offline.
- card_type: link

### Analyzed: Free AI Tool For That (ID: 1063688)
- decision: INCLUDE
- website: https://freeaitoolforthat.com/ (assumed)
- producthunt: https://www.producthunt.com/products/free-ai-tool-for-that
- votes: 11
- summary: |
    Collection of 100% free AI tools (Image Upscaler, Object Remover, Text to Speech,
    Speech to Text, AI Humanizer, Grammar Checker) that run locally in your browser.
    No sign-up, no credit card, no usage limits, data never leaves your device.
- card_type: compact

### Analyzed: Reach (ID: 1063974)
- decision: INCLUDE
- website: (iOS App Store)
- producthunt: https://www.producthunt.com/products/reach-13
- votes: 5
- summary: |
    Simple personal CRM for freelancers who hate complex CRMs. Set reach-out frequency
    per contact, get notifications when it's time to reconnect, log interactions in 2 taps.
    Data stays on device with iCloud sync. Free for 15 contacts, $4.99/mo for unlimited.
- card_type: compact

### Analyzed: Hollow (ID: 1060747)
- decision: DISCARD
- reason: Very low votes (4), unclear if launched. Watch AI assistants are interesting but this one seems too early stage.

### Product Hunt Complete
- candidates_analyzed: 8
- included: 7
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 25 posts at 2026-01-18 03:10 UTC

Key posts:
| ID | Title | Score | External_URL | Type |
|----|-------|-------|--------------|------|
| 1qfbqg3 | The upcoming ads to ChatGPT take up almost half of the screen | 204 | image | complaint |
| 1qfhttf | OpenAI engineer says Codex is scaling compute at an unprecedented pace in 2026 | 114 | image | news |
| 1qfel1s | Warren Buffett compares AI risks to those posed by nuclear weapons | 24 | yahoo finance | news |
| 1qfko3w | OpenAI if you're reading: we need this feature in ChatGPT please | 21 | image | feature request |

### Fetch: r/singularity
- [x] Fetched 6 posts at 2026-01-18 03:10 UTC

Key posts:
| ID | Title | Score | External_URL | Type |
|----|-------|-------|--------------|------|
| 1qf8c6p | Elon Musk seeks up to $134 billion in damages from OpenAI and Microsoft | 587 | moneycontrol | news |
| 1qfefqn | New algorithm for matrix multiplication fully developed by AI | 406 | x.com tweet | RESEARCH |
| 1qfbzzq | Colossus 2 is now fully operational as the first gigawatt data center | 300 | image | infrastructure |
| 1qfa7m9 | Tiny 32M Multi Vector Retrieval model rivals 8B models in Benchmarks | 40 | image | research |
| 1qfg7mo | PathDiffusion: modeling protein folding pathway using evolution-guided diffusion | 24 | biorxiv | research |

### Fetch: r/LocalLLaMA
- [x] Fetched 7 posts at 2026-01-18 03:10 UTC

Key posts:
| ID | Title | Score | External_URL | Type |
|----|-------|-------|--------------|------|
| 1qf5oj0 | DeepSeek Engram: A static memory unit for LLMs | 284 | text post | RESEARCH |
| 1qf514i | Welcome to the Local Llama. How janky's your rig? | 93 | image | meme |
| 1qf1msz | Cowork but with local models | 44 | video | tool |

### Fetch: r/artificial
- [x] Fetched 6 posts at 2026-01-18 03:10 UTC

Key posts:
| ID | Title | Score | External_URL | Type |
|----|-------|-------|--------------|------|
| 1qf9thi | Sam Altman said ads as "last resort" in Oct 2024 | 80 | video | commentary |
| 1qfetmg | Mechanistic interpretability, are we any closer than we were 5 years ago? | 10 | MIT Tech Review | research |

### Initial Filter: AI-LLMs
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qfbqg3 | openai | ChatGPT ads take up half the screen | SKIP | Complaint, covered 01/16 |
| 1qfhttf | openai | OpenAI engineer says Codex is scaling compute | CANDIDATE | News about OpenAI Codex |
| 1qfel1s | openai | Warren Buffett AI risks nuclear weapons | SKIP | General commentary, not technical |
| 1qf8c6p | singularity | Elon Musk $134B damages OpenAI | SKIP | Drama, ongoing saga covered before |
| 1qfefqn | singularity | New algorithm for matrix multiplication by AI | CANDIDATE | HIGH PRIORITY - AI research breakthrough |
| 1qfbzzq | singularity | Colossus 2 first gigawatt data center | CANDIDATE | Infrastructure news |
| 1qfa7m9 | singularity | Tiny 32M retrieval model rivals 8B | CANDIDATE | Research - efficiency breakthrough |
| 1qfg7mo | singularity | PathDiffusion protein folding pathway | CANDIDATE | Research - biology breakthrough |
| 1qf5oj0 | LocalLLaMA | DeepSeek Engram static memory for LLMs | CANDIDATE | HIGH PRIORITY - new architecture |
| 1qf514i | LocalLLaMA | How janky's your rig? | SKIP | Meme |
| 1qf1msz | LocalLLaMA | Cowork but with local models | SKIP | Low detail |
| 1qf9thi | artificial | Sam Altman ads "last resort" | SKIP | Covered 01/16 already |
| 1qfetmg | artificial | Mechanistic interpretability | CANDIDATE | Research from MIT Tech Review |

### Analyzed: AI discovers matrix multiplication algorithm (ID: 1qfefqn)
- decision: INCLUDE
- subreddit: singularity
- score: 401
- urls:
    primary: https://x.com/i/status/2012155529338949916
    reddit: https://reddit.com/r/singularity/comments/1qfefqn/
- summary: |
    Archivara (powered by GPT-5.2 Pro and Opus 4.5) breaks 2019 benchmark for 5x5
    circular (cyclic) matrix multiplication. Achieved rank-7 algorithm where rank-8
    was previously best verified, a ~14% improvement. "Unambiguous proof that AI is
    not just retrieving knowledge, it is doing something truly novel."
- card_type: featured

### Analyzed: DeepSeek Engram (ID: 1qf5oj0)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 283
- urls:
    primary: https://github.com/deepseek-ai/Engram
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qf5oj0/
- summary: |
    DeepSeek releases "Engram" - a new architecture that separates remembering from
    reasoning. Instead of recomputing static knowledge every time through transformer
    layers, Engram adds native memory lookup in O(1). Improves reasoning, math, and
    code performance. Enables massive memory scaling without GPU limits.
- card_type: link

### Analyzed: Colossus 2 operational (ID: 1qfbzzq)
- decision: INCLUDE
- subreddit: singularity
- score: 303
- urls:
    primary: https://newsletter.semianalysis.com/p/xais-colossus-2-first-gigawatt-datacenter
    reddit: https://reddit.com/r/singularity/comments/1qfbzzq/
- summary: |
    xAI's Colossus 2 is now fully operational as the first gigawatt data center.
    Houses 555,000 NVIDIA GPUs worth ~$18B. Built in just 122 days. Upgrading to
    1.5GW by April 2026. "The path to AGI feels like one giant brute-force attack."
- card_type: link

### Analyzed: Mxbai Edge 32M retrieval model (ID: 1qfa7m9)
- decision: INCLUDE
- subreddit: singularity
- score: 40
- urls:
    primary: (image only - benchmark table)
    reddit: https://reddit.com/r/singularity/comments/1qfa7m9/
- summary: |
    Mxbai Edge is a 32M parameter multi-vector retrieval model that matches or beats
    models 10-20x larger on standard benchmarks. Uses multiple embeddings per document
    instead of single pooled vector. Suggests architecture can outperform brute scale.
- card_type: compact

### Analyzed: PathDiffusion protein folding (ID: 1qfg7mo)
- decision: INCLUDE
- subreddit: singularity
- score: 24
- urls:
    primary: https://www.biorxiv.org/content/10.64898/2026.01.16.699856v1
    reddit: https://reddit.com/r/singularity/comments/1qfg7mo/
- summary: |
    PathDiffusion: New framework that simulates protein folding pathways using
    evolution-guided diffusion models. Goes beyond predicting final structures to
    modeling how proteins fold from unfolded states to native states.
- card_type: compact

### Analyzed: MIT Tech Review - Mechanistic Interpretability (ID: 1qfetmg)
- decision: INCLUDE
- subreddit: artificial
- score: 10
- urls:
    primary: https://www.technologyreview.com/2026/01/12/1130003/mechanistic-interpretability-ai-research-models-2026-breakthrough-technologies/
    reddit: https://reddit.com/r/artificial/comments/1qfetmg/
- summary: |
    MIT Technology Review names mechanistic interpretability one of 10 Breakthrough
    Technologies for 2026. The field aims to reverse engineer neural networks to
    understand their inner workings. Anthropic pioneered tools to identify features
    inside Claude that map to recognizable concepts.
- card_type: compact

### Analyzed: OpenAI Codex scaling compute (ID: 1qfhttf)
- decision: DISCARD
- reason: Just an image of an engineer's statement, no primary source or details

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 7
- included: 6
- phase: source-1-complete

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 25 posts at 2026-01-18 03:15 UTC

Key posts:
| ID | Title | Score | Type |
|----|-------|-------|------|
| 1qflkt7 | LTX 2 is amazing: LTX-2 in ComfyUI on RTX 3060 12GB | 455 | workflow |
| 1qf2ci7 | Testing my sketches with flux-2-klein 9B | 321 | workflow |
| 1qfffwc | z-image vs. Klein | 219 | comparison |
| 1qfcon9 | Sypha from Castlevania converted to Real (LTX-2 lip sync) | 176 | video |
| 1qf71mv | FameGrid V1 Z-Image LoRA | 110 | resource |
| 1qf70gm | LTX-2 readable workflows - improvements + new workflows | 103 | workflow |
| 1qfi8ux | Flux Klein Masked Editing/Inpainting with LanPaint | 47 | tool |

### Fetch: r/midjourney
- [x] Fetched 7 posts - all showcase/art, no technical content

### Fetch: r/comfyui
- [x] Fetched 24 posts at 2026-01-18 03:15 UTC

Key posts:
| ID | Title | Score | Type |
|----|-------|-------|------|
| 1qf862j | Google Maps screenshots + Klein edit | 162 | workflow |
| 1qfd5tb | Download all workflow models in seconds | 85 | tool |
| 1qf70k2 | LTX-2 readable workflows | 40 | workflow |

### Initial Filter: GenAI-Media
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qflkt7 | StableDiffusion | LTX-2 on RTX 3060 12GB | CANDIDATE | Practical workflow for consumer GPU |
| 1qf2ci7 | StableDiffusion | Sketches with flux-2-klein 9B | SKIP | Showcased 01/15 already (FLUX 2 Klein) |
| 1qfffwc | StableDiffusion | z-image vs. Klein | CANDIDATE | Useful comparison for workflow decisions |
| 1qfcon9 | StableDiffusion | Castlevania LTX-2 lip sync | SKIP | Fun showcase but not practical workflow |
| 1qfi8ux | StableDiffusion | LanPaint inpainting with Klein | CANDIDATE | New inpainting tool |
| 1qf862j | comfyui | Google Maps + Klein edit | CANDIDATE | Creative workflow technique |
| 1qfd5tb | comfyui | Download all workflow models in seconds | CANDIDATE | Useful tooling |

### Analyzed: LTX-2 on RTX 3060 12GB (ID: 1qflkt7)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 455
- urls:
    primary: https://drive.google.com/file/d/1VYrKf7jq52BIi43mZpsP8QCypr9oHtCO/view
    reddit: https://reddit.com/r/StableDiffusion/comments/1qflkt7/
- summary: |
    Detailed workflow for running LTX-2 video generation on RTX 3060 12GB VRAM + 48GB RAM.
    Demonstrates creating cinematic cyberpunk scenes in ComfyUI. Proves LTX-2 is accessible
    on consumer hardware.
- card_type: link

### Analyzed: z-image vs. Klein comparison (ID: 1qfffwc)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 219
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1qfffwc/
    reddit: https://reddit.com/r/StableDiffusion/comments/1qfffwc/
- summary: |
    Head-to-head comparison: Z-Image wins on realism, anatomy, less restricted, better text.
    Klein wins on detail, diversity, speed, and editing. Useful for choosing the right model
    for your workflow.
- card_type: compact

### Analyzed: LanPaint 1.4.11 Klein support (ID: 1qfi8ux)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 47
- urls:
    primary: (LanPaint - universal inpainting tool)
    reddit: https://reddit.com/r/StableDiffusion/comments/1qfi8ux/
- summary: |
    LanPaint 1.4.11 adds support for Flux Klein and Z-Image inpainting. Universal inpainting
    tool that works with every diffusion model, especially useful for newer models without
    dedicated inpainting variants.
- card_type: compact

### Analyzed: ComfyUI-Downloader (ID: 1qfd5tb)
- decision: INCLUDE
- subreddit: comfyui
- score: 85
- urls:
    primary: https://github.com/romandev-codex/ComfyUI-Downloader
    reddit: https://reddit.com/r/comfyui/comments/1qfd5tb/
- summary: |
    New ComfyUI tool to download all workflow models in seconds. Analyzes your workflow
    and automatically fetches missing models. Huge time saver for setting up complex workflows.
- card_type: compact

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 5
- included: 4
- phase: source-2-complete

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 25 posts (top/week) at 2026-01-18 03:35 UTC

Key posts:
| ID | Title | Score | Type |
|----|-------|-------|------|
| 1qdweme | Tailscale: The Best Free App Most Mac Power Users Aren't Using | 365 | review |
| 1qdt34q | YouTube without distractions app | 332 | new app |
| 1qdgrob | FreeVoice Reader for Apple Silicon | 259 | dictation app |
| 1qdjs75 | Kommand keyboard shortcuts app | 212 | new app |
| 1qc092g | Apple Creator Studio goes Subscription | 161 | news |
| 1qei50l | DockAnchor 2.0 | 135 | update |
| 1qcehxn | Macrowave private radio station | 106 | new app |
| 1qdifkq | Square Sketch vector drawing | 91 | new app |
| 1qcwhkw | Free MacUpdater alternative | 83 | open source |
| 1qegmms | Substage Instant Actions | 60 | update |
| 1qc03na | Relinq music link converter | 57 | new app |
| 1qcrjvs | Droppy notch app | 56 | review |
| 1qdtbvz | macUSB v1.1.2 bootable USB | 65 | update |

### Fetch: r/selfhosted
- [x] Fetched 25 posts (top/week) at 2026-01-18 03:35 UTC

Key posts:
| ID | Title | Score | Type |
|----|-------|-------|------|
| 1qc014a | Self-hosted flooded with vibe-coded AI slop | 2042 | discussion |
| 1qffpkq | BentoPDF security notice | 1105 | security |
| 1qcvwck | Koito v0.1.3 scrobbler | 624 | release |
| 1qb0c7n | Youlag FreshRSS extension v4.1.0 | 593 | release |
| 1q9w7l8 | Anchor Notes Google Keep alternative | 568 | new app |
| 1qffed2 | Learn from my selfhosting mistakes | 549 | guide |
| 1qe1gy3 | Aurral overseer for Lidarr | 481 | new app |
| 1qaxkeq | Shelfmark (CWA Book Downloader) v1.0.0 | 238 | release |
| 1qeoify | Emergency KVM for homelab | 234 | hardware |
| 1qe7wue | Docker Swarm Production Guide 2026 | 191 | guide |

### Fetch: r/opensource
- [x] Fetched 25 posts (top/week) at 2026-01-18 03:35 UTC

Key posts:
| ID | Title | Score | Type |
|----|-------|-------|------|
| 1q9udjt | What proprietary app can't you replace with OSS? | 153 | discussion |
| 1qbatbo | Share your underrated GitHub projects | 141 | thread |
| 1qa5won | Brussels plots open source push to pry Europe off Big Tech | 119 | news |

### Fetch: r/SideProject
- [x] Fetched 25 posts (hot) at 2026-01-18 03:35 UTC
- Mostly product launches and startup advice, no standout macOS/self-hosted tools

### Initial Filter: Apps-Software
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qdweme | macapps | Tailscale review | SKIP | Well-known app, user already uses it |
| 1qdt34q | macapps | YouTube distraction-free app | CANDIDATE | New macOS app, interesting concept |
| 1qdgrob | macapps | FreeVoice Reader | SKIP | Covered 01/15 already |
| 1qdjs75 | macapps | Kommand keyboard shortcuts | CANDIDATE | New macOS app, $4 lifetime |
| 1qc092g | macapps | Apple Creator Studio subscription | SKIP | Covered 01/13 already |
| 1qei50l | macapps | DockAnchor 2.0 | SKIP | Covered 01/16 already (GitHub link) |
| 1qcehxn | macapps | Macrowave radio station | CANDIDATE | Interesting private radio concept |
| 1qdifkq | macapps | Square Sketch | CANDIDATE | Unique vector drawing approach |
| 1qcwhkw | macapps | MacUpdater alternative | CANDIDATE | Open source, useful utility |
| 1qegmms | macapps | Substage Instant Actions | SKIP | Covered 01/16 already (substage.app) |
| 1qc03na | macapps | Relinq music converter | SKIP | Covered 01/13 already (relinq.app) |
| 1qcrjvs | macapps | Droppy notch app | SKIP | Covered 01/14 already |
| 1qdtbvz | macapps | macUSB v1.1.2 | SKIP | Covered 01/15 already |
| 1qcvwck | selfhosted | Koito scrobbler | CANDIDATE | Self-hosted ListenBrainz alternative |
| 1qb0c7n | selfhosted | Youlag FreshRSS | SKIP | Covered 01/12 already |
| 1q9w7l8 | selfhosted | Anchor Notes | SKIP | Covered 01/11 already |
| 1qaxkeq | selfhosted | Shelfmark book downloader | SKIP | Covered 01/12 already |
| 1qe1gy3 | selfhosted | Aurral for Lidarr | CANDIDATE | New Overseer-like for music |
| 1qeoify | selfhosted | Emergency KVM | CANDIDATE | Interesting hardware project |
| 1qa5won | opensource | EU open source push | CANDIDATE | Policy news relevant to open source |

### Analyzed: YouTube distraction-free app (ID: 1qdt34q)
- decision: INCLUDE
- subreddit: macapps
- score: 332
- urls:
    primary: https://testflight.apple.com/join/pyXfNhUJ
    reddit: https://reddit.com/r/macapps/comments/1qdt34q/
- summary: |
    Native macOS app for watching YouTube without distractions. No Shorts, no comments,
    no algorithmic recommendations - just the video. Currently in TestFlight beta.
    Works on macOS 14.4+ with optimization for macOS 26.
- card_type: link

### Analyzed: Kommand keyboard shortcuts (ID: 1qdjs75)
- decision: INCLUDE
- subreddit: macapps
- score: 212
- urls:
    primary: https://apps.apple.com/app/kommand-shortcut-manager/id6752623076
    reddit: https://reddit.com/r/macapps/comments/1qdjs75/
- summary: |
    Native macOS app to organize and recall keyboard shortcuts. Press ⌥⌘K to bring up
    your personalized cheat sheet organized by app. Built by indie dev with tendonitis
    who needed to ditch the mouse. $3.99 one-time purchase, iCloud sync included.
- card_type: link

### Analyzed: Macrowave private radio (ID: 1qcehxn)
- decision: INCLUDE
- subreddit: macapps
- score: 106
- urls:
    primary: https://macrowave.app/ (assumed)
    reddit: https://reddit.com/r/macapps/comments/1qcehxn/
- summary: |
    Turn your Mac into a private internet radio station. Broadcast audio to friends,
    followers, or colleagues. No complicated server setup - just start streaming.
    Great for co-working DJ sessions or live podcasts.
- card_type: compact

### Analyzed: Square Sketch (ID: 1qdifkq)
- decision: DISCARD
- reason: Interesting modeless UI concept but very niche vector drawing tool

### Analyzed: MacUpdater alternative (ID: 1qcwhkw)
- decision: INCLUDE
- subreddit: macapps
- score: 83
- urls:
    primary: https://codeberg.org/SolidFilament/macupdater-alt (mirror)
    reddit: https://reddit.com/r/macapps/comments/1qcwhkw/
- summary: |
    Free, lightweight open-source alternative to MacUpdater. Scans installed apps
    and checks for updates. GitHub repo got temporarily flagged due to rapid growth,
    now mirrored on Codeberg. v1.2.5 released.
- card_type: compact

### Analyzed: Koito scrobbler (ID: 1qcvwck)
- decision: INCLUDE
- subreddit: selfhosted
- score: 624
- urls:
    primary: https://koito.io/
    github: https://github.com/gabehf/Koito/
    reddit: https://reddit.com/r/selfhosted/comments/1qcvwck/
- summary: |
    Modern, themeable self-hosted scrobbler compatible with ListenBrainz. Alternative
    to Maloja with cleaner UI. Supports import from Maloja, ListenBrainz, LastFM, and
    Spotify. Written in Go, MIT licensed.
- card_type: link

### Analyzed: Aurral for Lidarr (ID: 1qe1gy3)
- decision: INCLUDE
- subreddit: selfhosted
- score: 481
- urls:
    primary: https://github.com/lklynet/aurral
    reddit: https://reddit.com/r/selfhosted/comments/1qe1gy3/
- summary: |
    Overseer-like request interface for Lidarr (music library management). Beautiful
    search interface for your music library. Made with AI but OP is very clear about
    not taking feature requests. Integrates with slskd + soularr.
- card_type: link

### Analyzed: Emergency KVM (ID: 1qeoify)
- decision: INCLUDE
- subreddit: selfhosted
- score: 234
- urls:
    primary: https://reddit.com/r/selfhosted/comments/1qeoify/
    reddit: https://reddit.com/r/selfhosted/comments/1qeoify/
- summary: |
    ESP32-based project that turns BIOS screens into SSH text. Dedicated KVM for
    homelab recovery that keeps tools immutable on read-only storage. For hardware
    without BMC/IPMI - connects keyboard, mouse, screen via ESP32.
- card_type: compact

### Analyzed: EU open source push (ID: 1qa5won)
- decision: DISCARD
- reason: Policy news but no direct impact for user, more general industry news

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 10
- included: 7
- phase: source-3-complete

---

## Final Selection

Total items: 24

### Product Hunt (4 items)
1. Sled — Voice interface for coding agents (featured)
2. LinkNotch — macOS notch bookmark bar
3. StealthHound — Browser fingerprinting protection
4. Colloqio — On-device AI for iOS

### AI-LLMs (5 items)
1. AI discovers matrix multiplication algorithm (featured)
2. DeepSeek Engram — Static memory for LLMs
3. xAI Colossus 2 — First gigawatt datacenter
4. PathDiffusion — Protein folding pathways
5. MIT Tech Review — Mechanistic interpretability

### GenAI-Media (3 items)
1. LTX-2 workflow for RTX 3060 12GB
2. Z-Image vs Klein comparison
3. ComfyUI-Downloader

### Apps-Software (6 items)
1. Kommand — Keyboard shortcuts manager
2. Distraction-free YouTube app
3. Koito — Self-hosted scrobbler
4. Aurral — Overseer for Lidarr
5. ESP32 Emergency KVM
6. Latest — MacUpdater alternative

phase: selection-complete
html_generated: 2026-01-17T21:16Z
items_count: 24
links_validated: true
permissions_set: true

---
