# Digest: 2026-02-07

## Status
phase: starting
updated: 2026-02-07T00:00:00

---

## Previous Digests (Last 7 Days)

### 2026-02-06
- https://1password.com/blog/from-magic-to-malware-how-openclaws-agent-skills-become-an-attack-surface
- https://betterbugs.io
- https://blog.comfy.org/p/upscaling-in-comfyui
- https://bostondynamics.com/blog/boston-dynamics-unveils-new-atlas-robot-to-revolutionize-industry/
- https://clawapp.saharaai.com/
- https://echolon.app/
- https://github.com/0xMassi/stik_app
- https://github.com/eljojo/rememory
- https://github.com/kikootwo/readmeabook
- https://github.com/marvinvr/docktail
- https://github.com/ryanontheinside/ComfyUI_RyanOnTheInside
- https://github.com/spamsch/son-of-simon
- https://github.com/yaoliliu/FreeFuse
- https://github.com/yhoundz/parm
- https://huggingface.co/concavity-ai/superlinear-exp-v0.1
- https://mydrawer.furkanksl.com/
- https://screensorts.app/
- https://www.axios.com/2026/02/05/anthropic-claude-opus-46-software-hunting
- https://www.perplexity.ai/hub/blog/introducing-model-council
- https://www.wired.com/story/a-new-ai-math-ai-startup-just-cracked-4-previously-unsolved-problems/

### 2026-02-05
- https://github.blog/news-insights/company-news/pick-your-agent-use-claude-and-codex-on-agent-hq/
- https://github.com/ggml-org/llama.cpp/pull/19378
- https://github.com/HeroTools/open-whispr
- https://github.com/iordv/Droppy
- https://github.com/maartenharms/comfyui-promptflow
- https://github.com/stonerl/Thaw
- https://github.com/Surajkumar5050/zyron-assistant
- https://github.com/Termix-SSH/Termix
- https://higgsfield.ai
- https://huggingface.co/trillionlabs/gWorld-8B
- https://itsytv.app/
- https://miro.com/ai/mcp/
- https://mistral.ai/news/voxtral-transcribe-2
- https://openai.com/index/introducing-gpt-5-3-codex/
- https://openai.com/index/introducing-openai-frontier/
- https://popair-website.vercel.app/en
- https://research.google/blog/sequential-attention-making-ai-models-leaner-and-faster-without-sacrificing-accuracy/
- https://sessioncast.io/
- https://supaboard.ai/
- https://sylvian.ai
- https://www.anthropic.com/engineering/building-c-compiler
- https://www.anthropic.com/news/claude-opus-4-6
- https://www.daydreamvideo.com/
- https://www.worldlabs.ai/blog/rtfm
- https://x.com/bdsqlsz/status/2019349964602982494

### 2026-02-04
- https://allenai.org/blog/open-coding-agents
- https://bunny.net/database/
- https://getunblocked.com/code-review/
- https://github.com/glanceapp/glance
- https://github.com/Mexes1978/comfyui-comfysketch
- https://github.com/nnnkkk7/lazyactions
- https://github.com/singerbj/ember-mug
- https://github.com/trycua/cua
- https://huggingface.co/internlm/Intern-S1-Pro
- https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602
- https://multitui.com
- https://research.perplexity.ai/articles/evaluating-deep-research-performance-in-the-wild-with-the-draco-benchmark
- https://us.cnn.com/2026/02/04/investing/us-stocks-anthropic-software
- https://www.anthropic.com/news/claude-is-a-space-to-think
- https://www.apple.com/newsroom/2026/02/xcode-26-point-3-unlocks-the-power-of-agentic-coding/
- https://www.assemblyai.com/universal-3-pro
- https://www.datacamp.com/blog/gpt-5-2
- https://www.gitguessr.com
- https://www.klingai.com/global/

### 2026-02-03
- https://ace-step.github.io/ace-step-v1.5.github.io/
- https://appvolume.app
- https://github.com/1038lab/ComfyUI-Youtu-VL
- https://github.com/connorgallopo/Tracearr
- https://github.com/SurjitSahoo/kahani-android
- https://github.com/yedp123/ComfyUI-Yedp-Mocap
- https://hackaday.com/2026/02/02/how-vibe-coding-is-killing-open-source/
- https://huggingface.co/collections/Qwen/qwen3-coder-next
- https://huggingface.co/meituan-longcat/LongCat-Image-Edit-Turbo
- https://macsyzones.com
- https://memoryplugin.com
- https://moltcraft.xyz
- https://myray.app
- https://relay.app
- https://screenpi.pe
- https://www.bbc.com/news/articles/ce3ex92557jo
- https://www.liqoria.com
- https://x.com/arcprize/status/1999182732845547795
- https://x.com/i/status/2018752230376210586
- https://yavy.dev

### 2026-02-02
- https://alterhq.com
- https://amara.ai
- https://ccgather.com
- https://claude.com/plugins/frontend-design
- https://devlop.ai
- https://easyclaw.app
- https://entelligence.ai
- https://forge.mograph.life/apps/reframer
- https://github.com/FearL0rd/ComfyUI-ParallelAnything
- https://github.com/google-deepmind/superhuman/tree/main/aletheia
- https://github.com/Jasonzzt/ComfyUI-CacheDiT
- https://github.com/octelium/octelium
- https://huggingface.co/GuangyuanSD/Z-Image-Distilled
- https://huggingface.co/stepfun-ai/Step-3.5-Flash
- https://huggingface.co/zai-org/GLM-OCR
- https://licobox.dev
- https://mausformac.com
- https://news.futunn.com/en/post/67090241/zhipu-was-listed-today-and-tang-jie-s-internal-letter
- https://openai.com/index/introducing-the-codex-app/
- https://osaurus.ai
- https://polyvia.ai
- https://www.makeportals.com
- https://www.molthunt.com
- https://www.prefabapp.io
- https://www.procoders.co/voice-anywhere
- https://www.sketchflow.ai
- https://youtu.be/v3V8Hdxvmw8

### 2026-02-01
- https://arxiv.org/abs/2601.19139v1
- https://github.com/Garudex-Labs/Caracal
- https://github.com/iad1tya/Net-Bar
- https://github.com/paulrobello/claude-office
- https://github.com/shootthesound/comfyui-wan-i2v-control
- https://huggingface.co/collections/tiiuae/falcon-h1-tiny
- https://huggingface.co/Hellrunner/z_image_fp32
- https://linuxiac.com/after-years-of-waiting-jellyfin-finally-lands-on-samsung-tizen-tvs/
- https://mistral.ai/news/mistral-vibe-2-0
- https://superscribe.io
- https://thebytesize.in/articles/breaking-anthropic-claude-sonnet-5-leaks-reveal-mind-blowing-ai-breakthrough-coming-in-2026-7nw80n
- https://trove-explorer.app/
- https://www.adweek.com/media/exclusive-openai-confirms-200000-minimum-commitment-for-chatgpt-ads/
- https://www.teslarati.com/rumored-spacex-xai-merger-gets-apparent-confirmation-from-elon-musk/

### Developing Stories (from last 7 days)
- **Claude Opus 4.6 release** — Covered 02/05. Watch for benchmarks, community reactions.
- **GPT-5.3 Codex** — Covered 02/05. OpenAI's new reasoning model now in API.
- **Xcode agentic coding** — Covered 02/04. Apple integrates Claude/Codex into Xcode.
- **Claude Cowork** — Covered 02/04. Anthropic's AI colleague tool.
- **Boston Dynamics Atlas humanoid** — Covered 02/06. Electric Atlas for industrial use.
- **AI math breakthrough** — Covered 02/06. Startup solved 4 unsolved problems.

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-02-07T03:01:57Z

### Raw Data
| Rank | ID | Name | Tagline | Votes |
|------|-----|------|---------|-------|
| 1 | 1072541 | InspireNote | Creative brainstorming card deck & notes app | 240 |
| 2 | 1072004 | Obooko | Free books to replace your doomscroll | 218 |
| 3 | 1071813 | Skillkit | The package manager for AI agent skills | 182 |
| 4 | 1069661 | stagecaptions.io | Real-time captioning software for live events | 175 |
| 5 | 1075021 | Quash | A mobile QA agent that runs tests without scripts | 156 |
| 6 | 1074948 | Nativeline | Build native Swift iPhone, iPad, and Mac apps with AI | 108 |
| 7 | 1068356 | NeuroBlock | No-code AI Lab: Train models, access datasets, run inference | 107 |
| 8 | 1073763 | Developer Docs Audit | Increase LLM visibility, signups and activated users | 106 |
| 9 | 1074100 | GitBoard | Menubar mac app for Github Projects | 101 |
| 10 | 1069841 | PinMe | Zero-config frontend deployment with no servers | 101 |
| 11 | 1074959 | LIAM | Email drafts in your voice + inbox organising + scheduling | 97 |
| 12 | 1071410 | Fix Ugly PowerPoint by CubeOne | AI redesigns messy decks | 96 |
| 13 | 1068430 | Melina Studio | Cursor for canvas | 83 |
| 14 | 1075045 | Gravity DMG | Sign, notarize, & design DMG packages for your macOS apps | 80 |
| 15 | 1075373 | Felsius | Never google what's 68°F in °C again | 79 |
| 16 | 1064959 | VVTerm | Ghostty-powered SSH client for iOS, iPad, MacOS | 78 |
| 17 | 1073811 | GesturePresent | Advance slides with gestures | 77 |
| 18 | 1074210 | UX HeatGrid | Visualize user attention and content density | 77 |
| 19 | 1074893 | Scripta. | Record transcribe and summarize any meeting FREE and PRIVATE | 32 |
| 20 | 1075374 | SocialTense | Social Media Platform for AI Agents and Humans | 28 |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1072541 | InspireNote | SKIP | Note app with creative cards, nothing novel vs Obsidian |
| 1072004 | Obooko | SKIP | Book reading platform, not in interests |
| 1071813 | Skillkit | CANDIDATE | AI agent skill package manager - MCPs, Claude Code integration |
| 1069661 | stagecaptions.io | SKIP | Live captioning for events, not personal use |
| 1075021 | Quash | CANDIDATE | Mobile QA AI agent, computer use |
| 1074948 | Nativeline | CANDIDATE | AI builds native Swift apps for Mac/iOS |
| 1068356 | NeuroBlock | CANDIDATE | No-code AI lab, train local models |
| 1073763 | Developer Docs Audit | SKIP | Dev docs optimization service |
| 1074100 | GitBoard | CANDIDATE | macOS menu bar app for GitHub Projects |
| 1069841 | PinMe | SKIP | Frontend deployment, has alternatives |
| 1074959 | LIAM | SKIP | Email AI assistant, generic |
| 1071410 | Fix Ugly PowerPoint | SKIP | PowerPoint redesign tool |
| 1068430 | Melina Studio | CANDIDATE | AI canvas tool, Cursor for canvas |
| 1075045 | Gravity DMG | CANDIDATE | macOS app for signing/notarizing DMG packages |
| 1075373 | Felsius | SKIP | Weather app showing both C/F, too simple |
| 1064959 | VVTerm | CANDIDATE | Ghostty-powered SSH client for iOS/Mac with iCloud sync |
| 1073811 | GesturePresent | SKIP | Gesture slide control, niche |
| 1074210 | UX HeatGrid | SKIP | Chrome extension for UX heatmaps |
| 1074893 | Scripta. | CANDIDATE | Privacy-first meeting recorder with local transcription |
| 1075374 | SocialTense | SKIP | Social media for AI agents and humans, experimental |

### Analyzed: Skillkit (ID: 1071813)
- decision: INCLUDE
- website: https://github.com/rohitg00/skillkit
- producthunt: https://www.producthunt.com/products/skillkit
- votes: 182
- summary: |
    Package manager for AI agent skills. Write a skill once and deploy it to 32+ agents
    including Claude Code, Cursor, Codex, Copilot. CLI with commands like `skillkit init`,
    `skillkit install`, `skillkit sync`. Integrates with Vercel's Skills.sh ecosystem.
    Can analyze codebase to create CLAUDE.md and .cursorrules files automatically.
- card_type: link

### Analyzed: Quash (ID: 1075021)
- decision: INCLUDE
- website: https://quashbugs.com/
- producthunt: https://www.producthunt.com/posts/quash
- votes: 156
- summary: |
    AI agent for mobile QA testing. Runs functional tests on real devices using natural-language
    prompts without scripts or locators. Adapts to UI changes, loading states, and dynamic screens.
    Claims 60-70% fewer false positives and 65% faster test creation with reasoned-time AI.
- card_type: link

### Analyzed: Nativeline (ID: 1074948)
- decision: INCLUDE
- website: https://nativeline.ai/
- producthunt: https://www.producthunt.com/products/nativeline
- votes: 108
- summary: |
    AI platform that builds native Swift apps for iPhone, iPad, and Mac through conversation.
    No coding or Xcode setup required. Generates real Swift/SwiftUI code (not web wrappers),
    exports full Xcode projects you own. Describe your idea, get native code, ship to App Store.
- card_type: link

### Analyzed: NeuroBlock (ID: 1068356)
- decision: INCLUDE
- website: https://neuro-block.com/
- producthunt: https://www.producthunt.com/posts/neuroblock
- votes: 107
- summary: |
    No-code AI lab for training and optimizing models. Visual drag-and-drop model builder,
    quality dataset management, local and private AI integrations. Enterprise AI consulting
    and OpenData platform for AI training.
- card_type: link

### Analyzed: GitBoard (ID: 1074100)
- decision: INCLUDE
- website: https://gitboard.app/
- producthunt: https://www.producthunt.com/posts/gitboard
- votes: 101
- summary: |
    macOS menu bar app for GitHub Projects. Quick access to project boards and issues
    directly from the menu bar. Native Mac experience for GitHub project management.
- card_type: link

### Analyzed: Melina Studio (ID: 1068430)
- decision: DISCARD
- reason: Could not find detailed product info; description "Cursor for canvas" is vague

### Analyzed: Gravity DMG (ID: 1075045)
- decision: INCLUDE
- website: https://gravitydmg.com/
- producthunt: https://www.producthunt.com/posts/gravity-dmg
- votes: 80
- summary: |
    macOS app to sign, notarize, and design DMG packages. Builds beautiful, notarized DMGs
    in seconds with automatic Hardened Runtime handling. Integrates with macOS Keychain,
    supports UDZO, UDBZ, ULFO formats. One-time purchase, lifetime license.
- card_type: link

### Analyzed: VVTerm (ID: 1064959)
- decision: INCLUDE
- website: https://vvterm.com/
- producthunt: https://www.producthunt.com/posts/vvterm
- votes: 78
- summary: |
    SSH terminal for iOS and macOS with iCloud sync, Keychain security, and GPU-accelerated
    terminal. Works across iPhone, iPad, and Mac. Built on Ghostty terminal technology.
- card_type: link

### Analyzed: Scripta. (ID: 1074893)
- decision: INCLUDE
- website: https://scripta.app/
- producthunt: https://www.producthunt.com/posts/scripta
- votes: 32
- summary: |
    Privacy-first meeting recorder with local transcription. Records, transcribes, and
    summarizes meetings without cloud uploads. Free and fully private local processing.
- card_type: compact

### Product Hunt Complete
- candidates_analyzed: 9
- included: 8
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 24 posts at 2026-02-07T10:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qyeplf | MIT's Max Tegmark says AI CEOs privately want to overthrow US gov | 179 | video |
| 1qyfvvb | Opus 4.6 safety test - knew it was being tested | 175 | image |
| 1qys6au | Is ChatGPT dominating this much? | 95 | image |
| 1qya5vl | 10000x Engineer (twitter video) | 62 | video |
| 1qyipvj | Chat with bot trapped in Google Translate | 58 | image |
| 1qydl7g | Brendan Gregg joins OpenAI | 21 | https://www.brendangregg.com/blog/2026-02-07/why-i-joined-openai.html |
| 1qyvdsw | Codex 5.3 has been WoW | 8 | text |
| 1qyt5yy | Holy Grail: Open Source Autonomous Dev Agent | 6 | https://github.com/dakotalock/holygrailopensource |

### Fetch: r/singularity
- [x] Fetched 17 posts at 2026-02-07T10:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qy93eo | Humanoids are not always the solution | 1339 | video |
| 1qy96eo | AI agents analyzed my genome for 48 hours - saved my life | 514 | image |
| 1qymfh2 | Anthropic releasing 2.5x faster Opus 4.6 | 408 | gallery |
| 1qyiusp | Seedance 2 demo - ByteDance new SOTA video AI | 289 | video |
| 1qyx3k3 | OAI researcher Noam Brown on METR pace | 45 | https://x.com/polynoamial/status/2020236875496321526 |
| 1qyssn5 | Atlas Airborne - Boston Dynamics & RAI Institute | 32 | video |
| 1qyxnvp | Claude saturates Anthropic AI R&D evaluations | 9 | image |

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2026-02-07T10:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qym566 | Trained 1.8M params model from scratch - Strawberry | 213 | https://github.com/SrijanSriv211/Strawberry |
| 1qyljr0 | Prompt injection killing self-hosted LLM deployment | 138 | text |
| 1qy5xnn | Kimi-Linear-48B-A3B & Step3.5-Flash ready in llama.cpp | 135 | text |
| 1qydlwi | Qwen-3.5 and ByteDance Seed models on Arena | 119 | image |
| 1qyg10z | Tested 11 small LLMs on tool-calling on CPU | 110 | text |
| 1qyl6rd | Gemini System Prompt extracted | 85 | text |
| 1qyns06 | AIME 2026 results - closed/open models above 90% | 65 | https://matharena.ai/?view=problem&comp=aime--aime_2026 |
| 1qynxuw | Full Claude Opus 4.6 System Prompt leaked | 65 | https://github.com/asgeirtj/system_prompts_leaks/blob/main/Anthropic/claude-opus-4.6.md |
| 1qy3tr8 | Minimax m2.1 is amazing | 59 | text |
| 1qydx7z | Autonomous Research Agent for 10k PDFs locally | 51 | text |
| 1qyjm0l | Benchmarking total wait time instead of pp/tg | 42 | image |
| 1qycn5s | DeepSeek-V2-Lite vs GPT-OSS-20B on potato laptop | 39 | gallery |
| 1qykuxd | GLM-4.7-Flash reasoning is amazing | 27 | text |
| 1qyeje2 | M5 Max and Ultra Macs coming soon | 23 | text |
| 1qydwox | DoomsdayOS - LLMs + Wikipedia on USB | 23 | https://github.com/cartesia-one/doomsday-os |
| 1qy54sh | Agentic debugging with OpenCode and term-cli | 18 | https://github.com/EliasOenal/term-cli |
| 1qyhppc | Grafana monitoring for LLM home server | 13 | gallery |

### Fetch: r/artificial
- [x] Fetched 10 posts at 2026-02-07T10:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qy9vox | OpenAI may tailor ChatGPT for UAE prohibiting LGBTQ+ | 210 | https://sherwood.news/tech/report-openai-may-tailor-a-version-of-chatgpt-for-uae-that-prohibits-lgbtq/ |
| 1qy775n | Geolocation tool returns exact coords in 3 min | 115 | video |
| 1qyjrs6 | Big Tech: AI Isn't Taking Your Job | 17 | article |
| 1qyjktt | WARNING: Kimi.com crypto stealing malware | 5 | text |

### Initial Filter (AI-LLMs)
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qyeplf | openai | MIT Tegmark AI CEOs overthrow | SKIP | Drama/speculation |
| 1qyfvvb | openai | Opus 4.6 safety test | CANDIDATE | AI safety news |
| 1qys6au | openai | ChatGPT dominating | SKIP | Market share discussion |
| 1qydl7g | openai | Brendan Gregg joins OpenAI | CANDIDATE | Notable hire, perf expert |
| 1qyt5yy | openai | Holy Grail autonomous dev | CANDIDATE | Open source agent |
| 1qy93eo | singularity | Humanoids not solution | SKIP | Video/opinion |
| 1qy96eo | singularity | AI genome analysis | CANDIDATE | AI health application |
| 1qymfh2 | singularity | Opus 4.6 2.5x faster | CANDIDATE | Major Anthropic update |
| 1qyiusp | singularity | Seedance 2 ByteDance | CANDIDATE | New video AI model |
| 1qyx3k3 | singularity | Noam Brown METR pace | CANDIDATE | AI progress metrics |
| 1qyxnvp | singularity | Claude saturates AI R&D evals | CANDIDATE | Evaluation news |
| 1qym566 | LocalLLaMA | Strawberry 1.8M model | SKIP | Experimental tiny model |
| 1qyljr0 | LocalLLaMA | Prompt injection LLM | SKIP | Common issue discussion |
| 1qy5xnn | LocalLLaMA | Kimi-Linear & Step3.5-Flash llama.cpp | CANDIDATE | New models in llama.cpp |
| 1qydlwi | LocalLLaMA | Qwen-3.5 and ByteDance on Arena | CANDIDATE | New models testing |
| 1qyg10z | LocalLLaMA | 11 small LLMs tool-calling CPU | CANDIDATE | Useful benchmark |
| 1qyns06 | LocalLLaMA | AIME 2026 results 90%+ | CANDIDATE | Math benchmark news |
| 1qynxuw | LocalLLaMA | Claude Opus 4.6 System Prompt | CANDIDATE | System prompt leaked |
| 1qydwox | LocalLLaMA | DoomsdayOS USB | CANDIDATE | Interesting offline LLM |
| 1qy54sh | LocalLLaMA | term-cli agentic debugging | CANDIDATE | Dev tool for agents |
| 1qy9vox | artificial | OpenAI ChatGPT for UAE | SKIP | Politics/controversy |
| 1qy775n | artificial | Geolocation tool | CANDIDATE | Interesting AI application |

### Analyzed: Opus 4.6 2.5x faster (ID: 1qymfh2)
- decision: INCLUDE
- subreddit: singularity
- score: 402
- urls:
    primary: https://simonwillison.net/2026/Feb/7/claude-fast-mode/
    reddit: https://reddit.com/r/singularity/comments/1qymfh2/
- summary: |
    Anthropic releases "fast mode" for Claude Opus 4.6, running 2.5x faster at premium
    pricing ($30/$150 per MTok). Same model, faster inference, no change to intelligence.
    Available on claude.ai and API.
- card_type: link

### Analyzed: Opus 4.6 safety test awareness (ID: 1qyfvvb)
- decision: DISCARD
- reason: Vague claim about model knowing it was being tested, likely marketing hype per comments

### Analyzed: AI genome analysis (ID: 1qy96eo)
- decision: DISCARD
- reason: Debunked by bioinformatician in top comment - findings are common variants, overhyped

### Analyzed: Brendan Gregg joins OpenAI (ID: 1qydl7g)
- decision: INCLUDE
- subreddit: openai
- score: 21
- urls:
    primary: https://www.brendangregg.com/blog/2026-02-07/why-i-joined-openai.html
    reddit: https://reddit.com/r/OpenAI/comments/1qydl7g/
- summary: |
    Brendan Gregg, legendary performance engineer known for flamegraphs and BPF work,
    joins OpenAI. Initial focus on ChatGPT performance. Sees AI datacenter costs as
    the biggest performance engineering challenge in history.
- card_type: link

### Analyzed: Seedance 2 ByteDance (ID: 1qyiusp)
- decision: INCLUDE
- subreddit: singularity
- score: 289
- urls:
    primary: https://seedance20.co/
    reddit: https://reddit.com/r/singularity/comments/1qyiusp/
- summary: |
    ByteDance's Seedance 2.0: first video AI to generate audio natively during video
    generation. Multi-shot storytelling, 2K cinema output, phoneme-level lip-sync in 8+
    languages. Built on Dual-Branch Diffusion Transformer, 30% faster than competitors.
- card_type: featured

### Analyzed: AIME 2026 results (ID: 1qyns06)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 67
- urls:
    primary: https://matharena.ai/?view=problem&comp=aime--aime_2026
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qyns06/
- summary: |
    AIME 2026 math competition results: both closed and open models score above 90%.
    DeepSeek V3.2 only costs $0.09 to run the entire test. Open-source models closing
    the gap with proprietary solutions.
- card_type: link

### Analyzed: Kimi-Linear & Step3.5-Flash llama.cpp (ID: 1qy5xnn)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 135
- urls:
    primary: https://github.com/ggml-org/llama.cpp/releases/tag/b7964
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qy5xnn/
- summary: |
    Kimi-Linear-48B-A3B and Step3.5-Flash now supported in llama.cpp. New releases
    b7964 (Step3.5) and b7957 (Kimi-Linear) enable local running of these MoE models.
- card_type: compact

### Analyzed: Qwen-3.5 and ByteDance on Arena (ID: 1qydlwi)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 119
- urls:
    primary: https://lmarena.ai/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qydlwi/
- summary: |
    New models testing on LM Arena: "Karp-001/002" claim to be Qwen-3.5, "Pisces-llm"
    claim to be ByteDance models. Qwen 3.5 and new Seed models incoming.
- card_type: compact

### Analyzed: Claude Opus 4.6 System Prompt (ID: 1qynxuw)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 65
- urls:
    primary: https://github.com/asgeirtj/system_prompts_leaks/blob/main/Anthropic/claude-opus-4.6.md
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qynxuw/
- summary: |
    Full Claude Opus 4.6 system prompt leaked and published on GitHub. Reveals
    internal instructions for Anthropic's latest flagship model.
- card_type: compact

### Analyzed: DoomsdayOS (ID: 1qydwox)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 23
- urls:
    primary: https://github.com/cartesia-one/doomsday-os
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qydwox/
- summary: |
    All-in-one bootable ISO with LLMs, Wikipedia, and runtime for offline use.
    Boot from USB stick on any PC. Useful for apocalypse preparedness or airgapped environments.
- card_type: compact

### Analyzed: term-cli agentic debugging (ID: 1qy54sh)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 18
- urls:
    primary: https://github.com/EliasOenal/term-cli
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qy54sh/
- summary: |
    Tool that gives AI agents a real terminal (not just shell). Supports interactive
    programs like lldb/gdb/pdb, SSH sessions, TUIs. BSD licensed. Used with OpenCode
    to debug ffmpeg/x264 crash autonomously.
- card_type: compact

### Analyzed: Holy Grail autonomous dev agent (ID: 1qyt5yy)
- decision: DISCARD
- reason: Low quality, self-promotion, only 6 upvotes

### Analyzed: 11 small LLMs tool-calling CPU (ID: 1qyg10z)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 110
- urls:
    primary: https://reddit.com/r/LocalLLaMA/comments/1qyg10z/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qyg10z/
- summary: |
    Benchmark of 11 models (0.5B-3.8B) for tool-calling on CPU with Ollama and bitnet.cpp.
    Tests Qwen 2.5, LLaMA 3.2, SmolLM2, Ministral-3, DeepSeek-R1, Gemma3, Phi4-mini, BitNet.
    Focus on judgment accuracy, not just capability.
- card_type: compact

### Analyzed: Geolocation tool (ID: 1qy775n)
- decision: INCLUDE
- subreddit: artificial
- score: 115
- urls:
    primary: https://reddit.com/r/artificial/comments/1qy775n/
    reddit: https://reddit.com/r/artificial/comments/1qy775n/
- summary: |
    AI geolocation tool "Netryx" that returns exact GPS coordinates from street photos
    within 3 minutes. Designed to fail closed - no verification, no answer. Avoids
    confident wrong guesses unlike most AI geolocation.
- card_type: link

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 15
- included: 11
- phase: source-1-complete

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 23 posts at 2026-02-07T11:00:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qy7kx1 | Local Suno clone powered by ACE-Step 1.5 | 392 | https://github.com/roblaughter/ace-step-studio |
| 1qyk4fd | Anima 2B Style Explorer - 900+ Danbooru artists | 289 | gallery |
| 1qyixio | Claude Opus 4.6 generates working ComfyUI workflows | 52 | text |
| 1qyrw4z | 26 Frontends for Comfy | 45 | https://github.com/light-and-ray/awesome-alternative-uis-for-comfyui |
| 1qym2ng | ACE Step 1.5 sound quality discussion | 37 | text |
| 1qyvm9e | Z-image Turbo vs Flux 2 Klein 9b | 32 | gallery |

### Fetch: r/midjourney
- [x] Fetched 25 posts at 2026-02-07T11:00:00Z
- All showcase/art posts, no tools/workflows

### Fetch: r/comfyui
- [x] Fetched 25 posts at 2026-02-07T11:00:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qy7mv9 | Local Suno clone ACE-Step 1.5 | 118 | https://github.com/roblaughter/ace-step-studio |
| 1qyhz0l | ComfyUI ZLUDA AMD RX 6800 setup | 81 | image |
| 1qyfyi0 | Seedance 2.0 vs LTX2 vs Veo 3.1 vs Vidu Q3 | 12 | video |
| 1qyohkf | ByteCut Director - music video workflow tool | 14 | video |
| 1qyl3ol | ComfyUI JSX Script for Photoshop CS6 | 16 | image |
| 1qyah26 | GGUF Converter GUI | 11 | https://github.com/Santodan/GGUF-Converter-GUI |
| 1qyebqd | SmartGallery v1.55 - video storyboard | 6 | text |

### Initial Filter (GenAI-Media)
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qy7kx1 | StableDiffusion | ACE-Step Studio | CANDIDATE | Local Suno clone, practical tool |
| 1qyk4fd | StableDiffusion | Anima 2B Style Explorer | SKIP | Anime art style database |
| 1qyixio | StableDiffusion | Claude Opus 4.6 ComfyUI workflows | CANDIDATE | AI-assisted workflow generation |
| 1qyrw4z | StableDiffusion | 26 ComfyUI Frontends | CANDIDATE | Useful resource list |
| 1qyfyi0 | comfyui | Seedance 2.0 comparison | CANDIDATE | Video model comparison |
| 1qyohkf | comfyui | ByteCut Director | CANDIDATE | Music video workflow tool |
| 1qyl3ol | comfyui | ComfyUI Photoshop CS6 | SKIP | Too niche, Wine/CS6 specific |
| 1qyah26 | comfyui | GGUF Converter GUI | CANDIDATE | Useful tool for model conversion |

### Analyzed: ACE-Step Studio (ID: 1qy7kx1)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 392
- urls:
    primary: https://github.com/roblaughter/ace-step-studio
    reddit: https://reddit.com/r/StableDiffusion/comments/1qy7kx1/
- summary: |
    Local Suno clone powered by ACE-Step 1.5 with cleaner UI. Built in 2 days with Codex.
    Simple mode with text prompts, supports ACE-Step LM or OpenAI for lyrics generation.
    Full control over music generation locally.
- card_type: featured

### Analyzed: Claude Opus 4.6 ComfyUI (ID: 1qyixio)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 52
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1qyixio/
    reddit: https://reddit.com/r/StableDiffusion/comments/1qyixio/
- summary: |
    Claude Opus 4.6 can now generate working ComfyUI workflows including custom nodes
    like FaceDetailer and multi-LoRA loaders. Previous versions hallucinated node
    connections, but 4.6 works correctly.
- card_type: compact

### Analyzed: 26 ComfyUI Frontends (ID: 1qyrw4z)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 45
- urls:
    primary: https://github.com/light-and-ray/awesome-alternative-uis-for-comfyui
    reddit: https://reddit.com/r/StableDiffusion/comments/1qyrw4z/
- summary: |
    Curated list of 26 ComfyUI frontend alternatives. Categories include close
    integration (SwarmUI, Controller), standalone apps, and web interfaces.
- card_type: compact

### Analyzed: ByteCut Director (ID: 1qyohkf)
- decision: INCLUDE
- subreddit: comfyui
- score: 14
- urls:
    primary: https://reddit.com/r/comfyui/comments/1qyohkf/
    reddit: https://reddit.com/r/comfyui/comments/1qyohkf/
- summary: |
    Workflow tool for AI music videos with Wan2GP and LTX-2. Storyboard shots,
    attach reference images and prompts, chop music per shot, generate batch queues.
    Open sourced.
- card_type: compact

### Analyzed: GGUF Converter GUI (ID: 1qyah26)
- decision: INCLUDE
- subreddit: comfyui
- score: 11
- urls:
    primary: https://github.com/Santodan/GGUF-Converter-GUI
    reddit: https://reddit.com/r/comfyui/comments/1qyah26/
- summary: |
    GUI tool to simplify GGUF model conversions. Automatically convert to all quant
    formats at once. Helpful for newcomers and experts.
- card_type: compact

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 8
- included: 5
- phase: source-2-complete

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 14 posts at 2026-02-07T11:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qylcqo | Strimix - Modern Player | 104 | https://apps.apple.com/us/app/strimix/id6755746002 |
| 1qy3dxn | Raindrop.io Stella AI feature | 57 | text |
| 1qyp7ip | QuakeNotch 2.2 - Quake Terminal | 24 | https://quakenotch.com/ |
| 1qywf01 | ControllerKeys - Xbox/PS5 for productivity | 10 | image |
| 1qy8bjz | First 2 Apply - job browser | 10 | text |
| 1qyth1n | PRBar - GitHub PR menu bar | 4 | text |
| 1qya4x8 | Swifka - Kafka client | 5 | https://github.com/Ender-Wang/Swifka |
| 1qynp4e | Tiger style widgets app | 3 | image |

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2026-02-07T11:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qyh63m | Feishin audio visualizer update | 215 | https://github.com/jeffvli/feishin |
| 1qygcz2 | Safebucket v0.3.0 - S3 file sharing | 212 | image |
| 1qyssf6 | Everything is so easy (new homelab) | 132 | text |
| 1qyd0qs | Audiobookshelf for everything | 60 | text |
| 1qy4x83 | Aegis Zero Trust Firewall eBPF | 43 | https://github.com/pushkar-gr/Aegis |
| 1qyfib9 | Glance + Kuvasz widgets | 9 | gallery |

### Fetch: r/opensource
- [x] Fetched 6 posts at 2026-02-07T11:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qyp3u2 | Sudo maintainer asks for support | 130 | https://www.theregister.com/2026/02/03/sudo_maintainer_asks_for_help/ |
| 1qyjeyd | Anagnorisis - local recommendation system | 9 | https://github.com/volotat/Anagnorisis |
| 1qyqtzu | Vectoria - browser-native RAG | 4 | text |

### Fetch: r/SideProject
- [x] Fetched 25 posts at 2026-02-07T11:30:00Z

| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qy4myz | macOS screen recorder auto-zoom | 26 | video |
| 1qygvyi | Crabernews - AI-judged HN clone | 14 | https://crabernews.com/about |
| 1qyqvqf | Concilium - parallel AI coding agents | 4 | video |
| 1qyruds | Rearview Mirror - camera preview | 3 | text |

### Initial Filter (Apps-Software)
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qylcqo | macapps | Strimix | CANDIDATE | Free native media player for Apple ecosystem |
| 1qy3dxn | macapps | Raindrop.io Stella | CANDIDATE | AI assistant for bookmarks |
| 1qyp7ip | macapps | QuakeNotch 2.2 | CANDIDATE | Quake-style terminal for notch |
| 1qywf01 | macapps | ControllerKeys | CANDIDATE | Game controller for productivity |
| 1qyth1n | macapps | PRBar | CANDIDATE | GitHub PR monitoring menu bar |
| 1qya4x8 | macapps | Swifka | CANDIDATE | Native macOS Kafka client |
| 1qyh63m | selfhosted | Feishin visualizer | CANDIDATE | Audio player with new visualizer |
| 1qygcz2 | selfhosted | Safebucket v0.3.0 | CANDIDATE | S3 file sharing, WeTransfer alt |
| 1qy4x83 | selfhosted | Aegis firewall | CANDIDATE | Zero trust eBPF firewall |
| 1qyjeyd | opensource | Anagnorisis | CANDIDATE | Local recommendation system |
| 1qyp3u2 | opensource | Sudo maintainer | SKIP | News, not tool |
| 1qy4myz | SideProject | Screen recorder auto-zoom | CANDIDATE | macOS screen recorder |
| 1qygvyi | SideProject | Crabernews | SKIP | Novelty project |
| 1qyqvqf | SideProject | Concilium | CANDIDATE | Multi-agent AI coding tool |

### Analyzed: Strimix (ID: 1qylcqo)
- decision: INCLUDE
- subreddit: macapps
- score: 104
- urls:
    primary: https://apps.apple.com/us/app/strimix/id6755746002
    reddit: https://reddit.com/r/macapps/comments/1qylcqo/
- summary: |
    Free native media player for iPhone, iPad, Mac, and Apple TV with iCloud sync.
    No in-app purchases or ads. Supports streaming sources with clean UI.
    Built for macOS, not a web wrapper.
- card_type: link

### Analyzed: Raindrop.io Stella (ID: 1qy3dxn)
- decision: INCLUDE
- subreddit: macapps
- score: 57
- urls:
    primary: https://help.raindrop.io/stella
    reddit: https://reddit.com/r/macapps/comments/1qy3dxn/
- summary: |
    Raindrop.io adds Stella, private LLM assistant for Pro users. Designed for
    large bookmark collections. AI can search, summarize, and find connections
    across your saved bookmarks and highlights.
- card_type: link

### Analyzed: QuakeNotch 2.2 (ID: 1qyp7ip)
- decision: INCLUDE
- subreddit: macapps
- score: 24
- urls:
    primary: https://quakenotch.com/
    reddit: https://reddit.com/r/macapps/comments/1qyp7ip/
- summary: |
    Quake-style terminal that drops down from your MacBook notch. New version adds
    optional scroll buffer and better color schemes. Also shows Apple Music on notch.
    From the maker of MacsyZones. Lifetime purchase.
- card_type: link

### Analyzed: ControllerKeys (ID: 1qywf01)
- decision: INCLUDE
- subreddit: macapps
- score: 10
- urls:
    primary: https://reddit.com/r/macapps/comments/1qywf01/
    reddit: https://reddit.com/r/macapps/comments/1qywf01/
- summary: |
    Map Xbox and PS5 controllers to keyboard/mouse for macOS productivity.
    Chord mappings, long-hold, double-tap. DualSense touchpad works as full
    trackpad with multi-touch. On-screen keyboard for typing.
- card_type: compact

### Analyzed: PRBar (ID: 1qyth1n)
- decision: INCLUDE
- subreddit: macapps
- score: 4
- urls:
    primary: https://github.com/GateSpiritual5717/PRBar
    reddit: https://reddit.com/r/macapps/comments/1qyth1n/
- summary: |
    macOS menu bar app to monitor GitHub PRs and Actions. PR list with search,
    per-PR checks, floating monitor window for pinned PRs. Auto-refresh with
    rate-limit awareness. Open source.
- card_type: compact

### Analyzed: Swifka (ID: 1qya4x8)
- decision: INCLUDE
- subreddit: macapps
- score: 5
- urls:
    primary: https://github.com/Ender-Wang/Swifka
    reddit: https://reddit.com/r/macapps/comments/1qya4x8/
- summary: |
    Native macOS Kafka client for monitoring clusters and tracking consumer lag.
    Read-focused, clean UI. Open source, free.
- card_type: compact

### Analyzed: Feishin visualizer (ID: 1qyh63m)
- decision: INCLUDE
- subreddit: selfhosted
- score: 215
- urls:
    primary: https://github.com/jeffvli/feishin
    reddit: https://reddit.com/r/selfhosted/comments/1qyh63m/
- summary: |
    Feishin music player gets major audio visualizer update. Beautiful background
    visualizations. Works with Jellyfin/Navidrome. Cross-platform.
- card_type: link

### Analyzed: Safebucket v0.3.0 (ID: 1qygcz2)
- decision: INCLUDE
- subreddit: selfhosted
- score: 212
- urls:
    primary: https://github.com/renizmy/safebucket
    reddit: https://reddit.com/r/selfhosted/comments/1qygcz2/
- summary: |
    Open-source WeTransfer/Dropbox alternative with generic S3 support. v0.3.0 adds
    Storj, Hetzner, Garage compatibility. Self-hosted file sharing with encryption.
- card_type: link

### Analyzed: Aegis Firewall (ID: 1qy4x83)
- decision: INCLUDE
- subreddit: selfhosted
- score: 43
- urls:
    primary: https://github.com/pushkar-gr/Aegis
    reddit: https://reddit.com/r/selfhosted/comments/1qy4x83/
- summary: |
    Zero Trust distributed firewall using eBPF and XDP. Built with Rust + Go.
    Handles 25M+ packets/sec. Identity-based micro-segmentation. Web UI for
    policy management. Blocks everything by default.
- card_type: link

### Analyzed: Anagnorisis (ID: 1qyjeyd)
- decision: INCLUDE
- subreddit: opensource
- score: 9
- urls:
    primary: https://github.com/volotat/Anagnorisis
    reddit: https://reddit.com/r/opensource/comments/1qyjeyd/
- summary: |
    Local, self-hosted recommendation system with semantic search for personal
    media. Your own transparent recommendation algorithm. Privacy-focused
    alternative to cloud services.
- card_type: compact

### Analyzed: macOS screen recorder (ID: 1qy4myz)
- decision: INCLUDE
- subreddit: SideProject
- score: 26
- urls:
    primary: https://reddit.com/r/SideProject/comments/1qy4myz/
    reddit: https://reddit.com/r/SideProject/comments/1qy4myz/
- summary: |
    macOS screen recorder with auto-zoom following cursor, click effects,
    keyboard shortcut overlay, webcam PiP, custom backgrounds. Exports 4K/60fps.
    Native app, no account needed. Free trial.
- card_type: compact

### Analyzed: Concilium (ID: 1qyqvqf)
- decision: INCLUDE
- subreddit: SideProject
- score: 4
- urls:
    primary: https://reddit.com/r/SideProject/comments/1qyqvqf/
    reddit: https://reddit.com/r/SideProject/comments/1qyqvqf/
- summary: |
    Desktop app running Claude Code, Codex, and OpenCode in parallel with
    blind peer review. Multiple juror LLMs evaluate outputs, picks winner.
    Open source.
- card_type: compact

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 14
- included: 12
- phase: source-3-complete

---

## Final Selection

Total items: 36

- Source 0 (Product Hunt): 8 items
- Source 1 (AI-LLMs): 11 items
- Source 2 (GenAI-Media): 5 items
- Source 3 (Apps-Software): 12 items

phase: complete
html_generated: 2026-02-07T12:00:00Z
items_count: 36
links_validated: true
permissions_set: true

---
