# Digest: 2026-01-28

## Status
phase: starting
updated: 2026-01-28T00:01:00Z

---

## Previous Digests (Last 7 Days)

### 2026-01-27
- https://kilo.ai
- https://clawd.bot
- https://capslockmute.com
- https://www.analogreader.com
- https://github.com/mulaRahul/keyviz
- https://fireseo.dev
- https://acceptmy.app
- https://thepassword.app
- https://www.kimi.com/blog/kimi-k2-5.html
- https://openai.com/prism/
- https://huggingface.co/deepseek-ai/DeepSeek-OCR-2
- https://xcancel.com/karpathy/status/2015883857489522876
- https://allenai.org/blog/open-coding-agents
- https://arxiv.org/abs/2601.18401
- https://www.arcee.ai/blog/trinity-large
- https://cset.georgetown.edu/article/1-big-thing-ai-could-soon-improve-on-its-own
- https://huggingface.co/Tongyi-MAI/Z-Image
- https://github.com/cosmicbuffalo/comfyui-mobile-frontend/releases/tag/2.0.0
- https://github.com/Dispatcharr/Dispatcharr
- https://github.com/ihazgithub/TopOff
- https://apps.apple.com/us/app/markdown-preview-quick-look/id6739955340?mt=12

### 2026-01-26
- https://rxresu.me/
- https://github.com/yoanbernabeu/grepai
- https://morphic.com/
- https://tokentimer.ch/
- https://doctective.app/
- https://www.cnbc.com/2026/01/26/microsoft-reveals-maia-200-ai-chip-will-use-it-in-house.html
- https://qwen.ai/blog?id=qwen3-max-thinking
- https://x.com/daniel_mac8/status/2012543517025796309
- https://www.darioamodei.com/essay/the-adolescence-of-technology
- https://blogs.nvidia.com/blog/nvidia-earth-2-open-models/
- https://huggingface.co/blog/transformers-v5
- https://moonshotai.github.io/Kimi-K2/
- https://github.com/Tencent-Hunyuan/HunyuanImage-3.0
- https://github.com/Tongyi-MAI/Z-Image
- https://screenpi.pe/
- https://github.com/lockbook/lockbook
- https://lasuite.numerique.gouv.fr/en

### 2026-01-25
- https://thumbfa.st
- https://forums.basehub.com
- https://polabrowser.com
- https://apps.apple.com/us/app/liquid-timer/id6748906791
- https://deepmind.google/blog/d4rt-teaching-ai-to-see-the-world-in-four-dimensions/
- https://www.bloomberg.com/news/newsletters/2026-01-25/inside-apple-s-ai-shake-up-ai-safari-and-plans-for-new-siri-in-ios-26-4-ios-27-mktqy7xb
- https://www.theguardian.com/technology/2026/jan/24/latest-chatgpt-model-uses-elon-musks-grokipedia-as-source-tests-reveal
- https://github.com/ggml-org/llama.cpp/pull/19067
- https://www.bbc.com/news/articles/c86v52gv726o
- https://amohan.dev/blog/2026/fp8-as-storage-imma-ampere/
- https://www.biorxiv.org/node/5155480.full
- https://docs.bfl.ai/guides/prompting_guide_flux2_klein
- https://huggingface.co/cyrildiagne/flux2-klein9b-lora-mlsharp-3d-repair
- https://chendaryen.github.io/NAG.github.io/
- https://huggingface.co/papers/2601.16208
- https://github.com/jaskirat05/OpenHiggs
- https://github.com/moghtech/komodo
- https://www.trydot.app/
- https://github.com/mesutfelat/cowork-oss
- https://github.com/m3rcha/bare-mac
- https://github.com/andrii-kryvoviaz/slink
- https://github.com/wolffcatskyy/crowdsec-blocklist-import
- https://github.com/ironcalc/IronCalc
- https://github.com/NVSRahul/zombie

### 2026-01-24
- https://chromewebstore.google.com/detail/youtube-custom-speed/kmfcinojnfabkpndlgomnfjllgeppegb
- https://chromewebstore.google.com/detail/whisk-automation-for-bulk/oahcpmhnmcfjciaehfijhfjofjddjjij
- https://github.com/furoku/banana-infograph
- https://www.getrunstack.com/
- https://github.com/WhiskeyCoder/Qwen3-Audiobook-Converter
- https://huggingface.co/DavidAU/GLM-4.7-Flash-Uncensored-Heretic-NEO-CODE-Imatrix-MAX-GGUF
- https://github.com/m1rl0k/Context-Engine
- https://www.japantimes.co.jp/business/2026/01/22/tech/south-korea-ai-startups-law/
- https://challenge.antijection.com/r/reddit-ar/learn/special-token-attack
- https://github.com/1038lab/ComfyUI-QwenTTS
- https://huggingface.co/DeverStyle/Flux.2-Klein-Loras
- https://github.com/booklore-app/booklore
- https://github.com/Sanyam-G/Airpipe
- https://github.com/Portabase/portabase
- https://privatevideosharing.com/

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

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

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

### Developing Stories (from last 7 days)
- **Kimi K2.5 Agent Swarm** — Covered 01/27. Watch for: community benchmarks, integration guides
- **OpenAI Prism** — Covered 01/27. Watch for: usage data, competitor responses
- **GPT-5.3 "Garlic"** — From MEMORY.md, expected late January. Watch for: official release
- **Microsoft Maia 200** — Covered 01/26. Watch for: external availability
- **Apple AI overhaul** — Covered 01/25. Watch for: WWDC announcements

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-01-28T03:01:43Z

### Raw Data
| Rank | ID | Name | Tagline | Votes | Website |
|------|-----|------|---------|-------|---------|
| 1 | 1067556 | DataFast | Revenue-first analytics | 499 | datafast link |
| 2 | 1069280 | Kuku | Obsidian — but a lot has changed | 407 | kuku link |
| 3 | 1053933 | Imagine | Build something real with AI builder | 374 | imagine link |
| 4 | 1069047 | Rumora | Promote brand in viral videos | 329 | rumora link |
| 5 | 1069320 | AutoSend | Email for Developers, Marketers, AI | 294 | autosend link |
| 6 | 1059806 | minimalist phone iOS | Digital detox experience | 280 | minimalist link |
| 7 | 1068910 | Gitlaw eSign | No trials. No caps. Just sign. | 201 | gitlaw link |
| 8 | 1068762 | Kimi K2.5 | Native multimodal model w/ agents | 169 | kimi link |
| 9 | 1069078 | Prism | Free LaTeX workspace for scientists | 147 | prism link |
| 10 | 1066629 | Polyglotta | Translate multiple languages | 125 | polyglotta link |
| 11 | 1068812 | What's in that direction? | Compass with landmarks | 122 | compass link |
| 12 | 1069288 | employkids | Hire kids, retire millionaires | 112 | employkids link |
| 13 | 1069277 | NetNewsWire 7 | Free OSS RSS reader Mac/iOS | 109 | netnewswire link |
| 14 | 1069286 | DunSocial | Social post writer learns tone | 106 | dunsocial link |
| 15 | 1068574 | Komo Playbook | Turn expertise into AI agents | 100 | komo link |
| 16 | 1065065 | Edit Mind | AI local video search & analysis | 96 | editmind link |
| 17 | 1068814 | DevLensPro | AI debugging for Claude Code | 96 | devlenspro link |
| 18 | 1069261 | PopStack | Dock-style folder popovers macOS | 94 | popstack link |
| 19 | 1068793 | Cloakly | Hide apps during screen shares | 91 | cloakly link |
| 20 | 1069318 | dumppp | .5s capture to Notion | 86 | dumppp link |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1067556 | DataFast | SKIP | Analytics SaaS, not core interest |
| 1069280 | Kuku | CANDIDATE | Native macOS markdown editor, NOT Electron, AI with diffs |
| 1053933 | Imagine | SKIP | AI builder/wrapper product |
| 1069047 | Rumora | SKIP | Social media marketing tool |
| 1069320 | AutoSend | SKIP | Email platform, not core interest |
| 1059806 | minimalist phone | SKIP | Digital wellness app, not core interest |
| 1068910 | Gitlaw eSign | SKIP | Legal/signing tool |
| 1068762 | Kimi K2.5 | SKIP | Already covered 01/27 (duplicate) |
| 1069078 | Prism | SKIP | Already covered 01/27 (duplicate) |
| 1066629 | Polyglotta | SKIP | Language learning, not core interest |
| 1068812 | What's in that direction? | SKIP | Travel/compass app, not core interest |
| 1069288 | employkids | SKIP | Finance/tax tool, not core interest |
| 1069277 | NetNewsWire 7 | CANDIDATE | Free OSS RSS reader, macOS native, Liquid Glass |
| 1069286 | DunSocial | SKIP | Social media tool |
| 1068574 | Komo Playbook | CANDIDATE | AI agents from SOPs/screen recordings |
| 1065065 | Edit Mind | CANDIDATE | Self-hosted local video AI search, Docker |
| 1068814 | DevLensPro | CANDIDATE | MCP for Claude Code debugging, OSS |
| 1069261 | PopStack | CANDIDATE | macOS desktop utility, native |
| 1068793 | Cloakly | SKIP | Windows-only |
| 1069318 | dumppp | SKIP | Notion frontend, already use Notion |

### Analyzed: Kuku (ID: 1069280)
- decision: INCLUDE
- website: https://kukuapp.co
- producthunt: https://www.producthunt.com/posts/kuku
- votes: 407
- summary: |
    Native macOS markdown editor built with Tauri (NOT Electron). Local-first with plain .md files,
    wikilinks, backlinks, and graph view. AI agent that edits files with Cursor-style reviewable diffs.
    Offline-first, no cloud lock-in. Positioned as "Obsidian + Cursor, without Electron."
    Direct competitor to Obsidian with native performance focus.

### Analyzed: NetNewsWire 7 (ID: 1069277)
- decision: INCLUDE
- website: https://netnewswire.com
- producthunt: https://www.producthunt.com/posts/netnewswire-7
- votes: 109
- summary: |
    Free, open source RSS reader for Mac (macOS 26+), iPhone, and iPad (iOS 17+).
    Version 7 brings Liquid Glass design update. Supports iCloud sync and multiple services
    (Feedbin, Feedly, BazQux, Inoreader, NewsBlur, FreshRSS). Fast, stable, accessible.
    Safari extension, keyboard shortcuts, dark mode, Apple Silicon optimized.

### Analyzed: Edit Mind (ID: 1065065)
- decision: INCLUDE
- website: https://github.com/IliasHad/edit-mind
- producthunt: https://www.producthunt.com/posts/edit-mind-2
- votes: 96
- summary: |
    Self-hosted local video search and analysis tool. Indexes videos with AI (transcription,
    frame analysis, multi-modal embedding). Semantic search via vector DB. Privacy-focused,
    runs entirely locally. Stack: React Router V7, Express.js, Python/PyTorch, PostgreSQL,
    ChromaDB. Docker support. Uses Whisper, YOLO, supports Gemini/Ollama for analysis.

### Analyzed: DevLensPro (ID: 1068814)
- decision: INCLUDE
- website: https://devlenspro.com
- producthunt: https://www.producthunt.com/posts/devlenspro
- github: https://github.com/devlenspro/devlenspro
- votes: 96
- summary: |
    Chrome extension that bridges browser with Claude Code via MCP protocol.
    Option+Click any UI element and Claude sees full context: CSS, HTML, console logs,
    React components, screenshots. Enables automatic bug fixing. Open source, privacy-first,
    100% local. Claims 5-10x faster debugging for UI issues.

### Analyzed: PopStack (ID: 1069261)
- decision: INCLUDE
- website: https://popstack.app
- producthunt: https://www.producthunt.com/posts/popstack
- votes: 94
- summary: |
    macOS utility that replaces native Stacks with dock-style folder popovers.
    Click desktop folder to open fast popover (icon grid or list view) without
    opening Finder windows. Optional auto-sort with configurable rules and
    "stacked thumbnail" folder icons. Native Mac app, lightweight.

### Analyzed: Komo Playbook (ID: 1068574)
- decision: INCLUDE
- website: https://komo.ai
- producthunt: https://www.producthunt.com/posts/komo-playbook
- votes: 100
- summary: |
    AI operations platform. Teach once via SOP, screen recording, or plain English.
    Komo learns goals and nuances, runs continuously via triggers (schedules, webhooks).
    Cloud-native with 100+ tool integrations. Spawns parallel agents for complex workflows.
    $20/month. Competes with manual training and brittle automation.

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

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 25 posts at 2026-01-28T03:10:00Z

### Fetch: r/singularity
- [x] Fetched 19 posts at 2026-01-28T03:10:00Z

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2026-01-28T03:10:00Z

### Fetch: r/artificial
- [x] Fetched 9 posts at 2026-01-28T03:10:00Z

### Initial Filter AI-LLMs
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qp1h93 | openai | Sam Altman ICE statement | SKIP | Drama/politics, not AI tech |
| 1qp541d | openai | OpenAI slashing hiring | SKIP | Business news, not core |
| 1qpqe7b | openai | OpenAI biometrics social network | CANDIDATE | Interesting product direction |
| 1qpluxv | openai | China open-sourced SOTA multimodal | SKIP | Kimi K2.5, covered yesterday |
| 1qp8x1p | openai | Mozilla $1.4B AI alliance | CANDIDATE | Open AI movement, significant funding |
| 1qpe2jx | singularity | Singularity reminder image | SKIP | Discussion post, no new info |
| 1qpn3bo | singularity | Google Agentic Vision Gemini 3 Flash | CANDIDATE | New capability, computer use related |
| 1qpp4jq | singularity | Figure.Ai Helix 02 kitchen | CANDIDATE | Robotics, autonomous operation |
| 1qphlfg | singularity | AlphaGenome DNA analysis | CANDIDATE | AI breakthrough in biotech |
| 1qpvn1a | singularity | Genie 3 on the way | CANDIDATE | DeepMind world model news |
| 1qpj51p | singularity | Composer browser agent #1 | CANDIDATE | Computer use agent, SOTA |
| 1qpjxt3 | singularity | China H200 chips approval | CANDIDATE | Compute infrastructure news |
| 1qp87tk | LocalLLaMA | Kimi K2.5 best open coding | SKIP | Already covered 01/27 |
| 1qp6rm5 | LocalLLaMA | API pricing freefall | SKIP | Discussion, no new info |
| 1qpfse6 | LocalLLaMA | Run Kimi K2.5 locally | SKIP | Follow-up to covered model |
| 1qpewj7 | LocalLLaMA | Kimi AMA | SKIP | Meta, not new info |
| 1qphkd8 | LocalLLaMA | BitMamba-2-1B release | CANDIDATE | New model, 1.58-bit, CPU inference |
| 1qpi8d4 | LocalLLaMA | LongCat-Flash-Lite | CANDIDATE | New model from Meituan |
| 1qpj0i1 | LocalLLaMA | LM Studio 0.4.0 | CANDIDATE | Major release, local LLM tool |
| 1qpneiq | LocalLLaMA | AMD Strix Halo 128GB | CANDIDATE | Hardware performance, local AI |
| 1qpdn1t | LocalLLaMA | FASHN VTON v1.5 | CANDIDATE | Apache 2.0 virtual try-on |
| 1qpm48y | LocalLLaMA | ByteDance DiffCoder-8B | CANDIDATE | Diffusion coding model |
| 1qpllhm | LocalLLaMA | ACE-Step 1.5 music gen | CANDIDATE | Open source music gen news |
| 1qpjc4a | LocalLLaMA | Self-speculative decoding PR | CANDIDATE | llama.cpp performance improvement |
| 1qozsna | artificial | CISA chief ChatGPT incident | SKIP | Security news, not AI tech |
| 1qpggsj | artificial | AlphaGenome duplicate | SKIP | Duplicate of singularity post |

### Analyzed: Google Agentic Vision in Gemini 3 Flash (ID: 1qpn3bo)
- decision: INCLUDE
- subreddit: singularity
- score: 288
- urls:
    primary: https://blog.google/innovation-and-ai/technology/developers-tools/agentic-vision-gemini-3-flash/
    reddit: https://reddit.com/r/singularity/comments/1qpn3bo
- summary: |
    Google introduces Agentic Vision in Gemini 3 Flash - a new capability combining
    visual reasoning with code execution to ground answers in visual evidence.
    Enables more accurate computer use and visual analysis tasks.
- card_type: featured

### Analyzed: AlphaGenome DNA Analysis (ID: 1qphlfg)
- decision: INCLUDE
- subreddit: singularity
- score: 262
- urls:
    primary: https://www.nature.com/articles/s41586-025-10014-0
    reddit: https://reddit.com/r/singularity/comments/1qphlfg
- summary: |
    DeepMind's AlphaGenome published in Nature. Processes up to 1 million DNA base pairs
    in a single context window. Predicts thousands of genomic signals including gene expression,
    splicing, chromatin structure. Outperforms prior models on 25/26 benchmark tasks.
    Critical for understanding rare disease, cancer mutations, gene therapies.
- card_type: link

### Analyzed: Figure.AI Helix 02 (ID: 1qpp4jq)
- decision: INCLUDE
- subreddit: singularity
- score: 283
- urls:
    primary: https://www.figure.ai/news/helix-02
    reddit: https://reddit.com/r/singularity/comments/1qpp4jq
- summary: |
    Figure AI's most advanced humanoid robot. Full-body autonomy via unified neural network.
    Completes 4-minute dishwasher task autonomously. Integrated locomotion + manipulation -
    walks while carrying delicate objects. Three neural systems: learned movement from 1000+
    hours human motion data, sensory integration, semantic reasoning.
- card_type: link

### Analyzed: BitMamba-2-1B (ID: 1qphkd8)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 74
- urls:
    primary: https://www.reddit.com/r/LocalLLaMA/comments/1qphkd8/release_bitmamba21b_i_trained_a_158bit_mamba2/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qphkd8
- summary: |
    New 1.58-bit Mamba-2 model trained from scratch on 150B tokens. Combines Mamba-2 SSM
    with BitNet ternary weights {-1, 0, 1}. Runs on CPU at 50+ tok/s on Intel i3-12100F.
    621 MB RAM for 1B model. Validates ternary scaling laws for SSMs. Apache/MIT licensed.
- card_type: compact

### Analyzed: LM Studio 0.4.0 (ID: 1qpj0i1)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 68
- urls:
    primary: https://lmstudio.ai/blog/0.4.0
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qpj0i1
- summary: |
    Major LM Studio release. Introduces llmster for headless server deployment.
    Parallel processing via continuous batching. New /v1/chat stateful endpoint
    with MCP support. Split View for concurrent chat sessions. Built-in documentation.
    New `lms chat` CLI command.
- card_type: link

### Analyzed: ByteDance Stable-DiffCoder-8B (ID: 1qpm48y)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 45
- urls:
    primary: https://huggingface.co/ByteDance-Seed/Stable-DiffCoder-8B-Instruct
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qpm48y
- summary: |
    ByteDance releases first diffusion-based coding model. 8B parameters,
    8192 context length. Represents new architecture direction for code generation.
    Early sign that diffusion LLMs are becoming practical for coding tasks.
- card_type: compact

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

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 25 posts at 2026-01-28T04:30:00Z

### Fetch: r/midjourney
- [x] Fetched 24 posts at 2026-01-28T04:30:00Z

### Fetch: r/comfyui
- [x] Fetched 25 posts at 2026-01-28T04:30:00Z

### Initial Filter GenAI-Media
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qpk0f9 | StableDiffusion | How do I do this, but local? | SKIP | Help question, no new tool/model |
| 1qp4amp | StableDiffusion | Wan 2.2 Undercover Sting | SKIP | Showcase post, no technical value |
| 1qp0rik | StableDiffusion | It was worth the wait (Z-Image) | SKIP | Z-Image already covered 01/26, 01/27 |
| 1qp3rmj | StableDiffusion | VNCCS Pose Studio | CANDIDATE | New ComfyUI tool, professional 3D posing |
| 1qpdq6r | StableDiffusion | Z-Image pushing edges | SKIP | Z-Image showcase, already covered |
| 1qp3ym5 | StableDiffusion | Z-Image res_2s/bong_tangent | SKIP | Z-Image workflow tips, base model covered |
| 1qplhgg | StableDiffusion | Z-Image Lora Attempt | SKIP | Training discussion, no new release |
| 1qp1ywv | StableDiffusion | Z-Image realistic faces | SKIP | Showcase, already covered |
| 1qp44ab | StableDiffusion | Hunyuan Image 3.0 instruct | SKIP | Already covered 01/26 (duplicate) |
| 1qpdu56 | StableDiffusion | Z-Image NVFP4 for Blackwell | CANDIDATE | New quantization for RTX 50 series, follow-up |
| 1qp823w | StableDiffusion | 50sec LTX-2 Music video | CANDIDATE | Impressive workflow, practical application |
| 1qpcchm | StableDiffusion | Z-Image GGUF formats | SKIP | Quantization release, base model covered |
| 1qpi0e6 | StableDiffusion | LingBot-World | CANDIDATE | New open-source world model |
| 1qpbobd | StableDiffusion | NVIDIA FastGen | CANDIDATE | NVIDIA research library for diffusion |
| 1qpkito | StableDiffusion | SkyReels V3 | CANDIDATE | New video models with A2V, multi-subject |
| 1qp9v0l | midjourney | Negotiating the Savannah | SKIP | Art showcase |
| 1qpghf8 | midjourney | A shaman | SKIP | Art showcase |
| 1qp9b21 | midjourney | Pool | SKIP | Art showcase |
| 1qpp307 | midjourney | Archives | SKIP | Art showcase |
| 1qpcc4y | midjourney | Cloud explosion | SKIP | Art showcase video |
| 1qpkwc0 | midjourney | Unpolished MJ grainy textures | SKIP | Style exploration, no tech news |
| 1qp3svd | comfyui | VNCCS Pose Studio | SKIP | Duplicate of StableDiffusion post |
| 1qpf9n8 | comfyui | LTX2 Never Fade Away | SKIP | Showcase, similar to other LTX-2 post |
| 1qp4uq5 | comfyui | Integrate ComfyUI Manager | SKIP | Feature request discussion |
| 1qp1bd1 | comfyui | Z-Image controlnet test | SKIP | Z-Image related, base covered |
| 1qp3kxk | comfyui | Docker setup Blackwell | CANDIDATE | Practical Docker setup for RTX 50 |
| 1qpmgda | comfyui | Z-Image Loras on Turbo | SKIP | Training discussion |
| 1qpbpiy | comfyui | Face Swap + 4K workflow | CANDIDATE | High-quality workflow with HyperSwap |

### Analyzed: VNCCS Pose Studio (ID: 1qp3rmj)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 256
- urls:
    primary: https://github.com/AHEKOT/ComfyUI_VNCCS_Utils
    youtube: https://www.youtube.com/watch?v=YYclB6414nw
    reddit: https://reddit.com/r/StableDiffusion/comments/1qp3rmj
- summary: |
    Professional 3D posing and lighting environment running entirely within ComfyUI.
    Interactive viewport with bone manipulation gizmos, undo/redo. Dynamic body generator
    with age/gender/weight/muscle sliders. Advanced lighting (ambient, directional, point).
    Multi-pose tabs for batch outputs. Free, open source.
- card_type: link

### Analyzed: SkyReels V3 (ID: 1qpkito)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 28
- urls:
    primary: https://huggingface.co/Skywork/SkyReels-V3-A2V-19B
    reddit: https://reddit.com/r/StableDiffusion/comments/1qpkito
- summary: |
    New video generation models from Skywork. Three capabilities: multi-subject video
    from reference images, audio-guided video generation (A2V), and video-to-video.
    19B parameter model. FP8 scaled versions available via Kijai for ComfyUI.
- card_type: compact

### Analyzed: LingBot-World (ID: 1qpi0e6)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 97
- urls:
    primary: https://github.com/Robbyant/lingbot-world
    reddit: https://reddit.com/r/StableDiffusion/comments/1qpi0e6
- summary: |
    Open-source world simulator from video generation. Maintains high fidelity across
    diverse environments (realism, cartoon, scientific). Long-term memory with minute-level
    horizon. Real-time interactivity under 1s latency at 16fps. Applications in gaming,
    content creation, robot learning.
- card_type: link

### Analyzed: NVIDIA FastGen (ID: 1qpbobd)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 45
- urls:
    primary: https://github.com/NVlabs/FastGen
    reddit: https://reddit.com/r/StableDiffusion/comments/1qpbobd
- summary: |
    NVIDIA research library for turning slower diffusion models into few-step generators.
    Plug-and-play architecture supporting EDM, DiT, SD 1.5, SDXL, Flux, WAN, CogVideoX,
    Cosmos Predict2. Model-agnostic design allows adding custom architectures.
- card_type: compact

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

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 25 posts at 2026-01-28T05:00:00Z

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2026-01-28T05:00:00Z

### Fetch: r/opensource
- [x] Fetched 25 posts at 2026-01-28T05:00:00Z

### Fetch: r/SideProject
- [x] Fetched 25 posts at 2026-01-28T05:00:00Z

### Initial Filter Apps-Software
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qp7quq | macapps | LiquidFetch visual system fetch | CANDIDATE | Native macOS app, visual neofetch alternative |
| 1qpe8mf | macapps | Forma canvas-first tasks app | CANDIDATE | Native, local-first, one-time purchase |
| 1qphv36 | macapps | Boom Video screen recording | CANDIDATE | OBS alternative for Mac, native |
| 1qp2edp | macapps | Native YT Music client | CANDIDATE | Free native macOS client |
| 1qpgeqp | macapps | BlinkMate eye strain | SKIP | Too simple for power user |
| 1qpq0jw | macapps | Pinster menu bar websites | CANDIDATE | Menu bar utility, open source |
| 1qp16ts | macapps | AI second brain request | SKIP | Request post, not a tool |
| 1qpfnus | macapps | Apple Creative Studio | SKIP | News/discussion, not a tool |
| 1qp8zjf | macapps | RWPP Rive Wallpaper Player | CANDIDATE | Animated wallpaper, free beta |
| 1qpr8c0 | macapps | Parall v2.0 dock shortcuts | CANDIDATE | Dock customization, multi-instance |
| 1qpnput | macapps | DockFlow v1.62 dock presets | CANDIDATE | Dock presets, context switching |
| 1qpmo3v | macapps | Sonexis audio enhancer | CANDIDATE | System-wide audio, free |
| 1qpprbl | macapps | Hexa hex/decimal converter | CANDIDATE | Developer menu bar utility, OSS |
| 1qps6j4 | selfhosted | Raspberry Pi API gateway | SKIP | Story post, no new tool |
| 1qpds9r | selfhosted | Self-hosted Spotify API Clone | CANDIDATE | Music metadata self-host |
| 1qpez53 | selfhosted | Pam's Database Drawer CLI/TUI | CANDIDATE | SQL database CLI/TUI tool |
| 1qpfugo | selfhosted | Client-only Calendar (URL hash) | CANDIDATE | Serverless calendar in URL |
| 1qp6m9e | selfhosted | Narwhal pub/sub server | CANDIDATE | Edge pub/sub messaging |
| 1qp7582 | opensource | Voiden markdown API tool | CANDIDATE | Postman alternative, offline-first |
| 1qp0m0p | opensource | Llaminal CLI ollama | CANDIDATE | CLI for Ollama in terminal |
| 1qp0xja | opensource | vitodo todo.txt visualization | CANDIDATE | todo.txt visualization |
| 1qp1xvu | SideProject | Timer app with tilt gestures | SKIP | iOS-only, too niche |
| 1qp5ezr | SideProject | Vibe coding success story | SKIP | Story post, no tool |
| 1qpe5wx | SideProject | Website conversion audit tool | SKIP | SaaS marketing tool |

### Analyzed: LiquidFetch (ID: 1qp7quq)
- decision: INCLUDE
- subreddit: macapps
- score: 104
- urls:
    primary: https://apps.apple.com/us/app/liquidfetch/id6757637185
    website: https://www.apptorium.com/liquidfetch
    reddit: https://reddit.com/r/macapps/comments/1qp7quq
- summary: |
    Native macOS system info app. Unlike neofetch/fastfetch CLI tools, LiquidFetch
    presents system info in a graphical interface. 100% native macOS app. Free.
- card_type: compact

### Analyzed: Forma (ID: 1qpe8mf)
- decision: INCLUDE
- subreddit: macapps
- score: 79
- urls:
    primary: https://apps.apple.com/app/forma-canvas-tasks/id6612180316
    reddit: https://reddit.com/r/macapps/comments/1qpe8mf
- summary: |
    Canvas-first task and notes app for Mac. Spatial organization instead of lists -
    drop ideas anywhere, move them around, group visually. 100% local, native, 3MB.
    One-time purchase $9.99.
- card_type: link

### Analyzed: Boom Video (ID: 1qphv36)
- decision: INCLUDE
- subreddit: macapps
- score: 29
- urls:
    primary: https://www.boomvideo.app
    reddit: https://reddit.com/r/macapps/comments/1qphv36
- summary: |
    Real-time screen recording for Mac. OBS-level control over layouts and scenes
    but native and simpler. Built on ScreenCaptureKit and Vision frameworks, no Electron.
    Recording is the final cut - no editing after. 50% off this week.
- card_type: compact

### Analyzed: Pinster (ID: 1qpq0jw)
- decision: INCLUDE
- subreddit: macapps
- score: 19
- urls:
    primary: https://github.com/ChefAccomplished845/pinster
    reddit: https://reddit.com/r/macapps/comments/1qpq0jw
- summary: |
    Lightweight menu bar app for pinned websites. Opens sites in floating popovers
    or bubbles on screen edge. Hover to expand, keyboard shortcuts. Open source, free.
- card_type: compact

### Analyzed: Parall v2.0 (ID: 1qpr8c0)
- decision: INCLUDE
- subreddit: macapps
- score: 5
- urls:
    primary: https://parall.app
    reddit: https://reddit.com/r/macapps/comments/1qpr8c0
- summary: |
    macOS utility for dock shortcut bundles. Launch apps, open files/folders from
    dedicated Dock items. Can launch multiple instances of compatible apps with
    separate data. Each shortcut gets its own icon, name, and environment.
- card_type: compact

### Analyzed: Sonexis (ID: 1qpmo3v)
- decision: INCLUDE
- subreddit: macapps
- score: 4
- urls:
    primary: https://www.sonexis.ink
    reddit: https://reddit.com/r/macapps/comments/1qpmo3v
- summary: |
    Free system-wide audio enhancer for macOS. Apply real-time effects to all
    system audio using visual effect chains. New v1.0.1 adds Enhancer effect
    and preset import/export for sharing chains.
- card_type: compact

### Analyzed: Hexa (ID: 1qpprbl)
- decision: INCLUDE
- subreddit: macapps
- score: 4
- urls:
    primary: https://github.com/Mammoth-Mango-6485/hexa
    reddit: https://reddit.com/r/macapps/comments/1qpprbl
- summary: |
    Menu bar hex/decimal/binary calculator. Shows all bases at once. Evaluates
    expressions like 0xdead + 0xbeef or 0xff << 8 live. Open source, free.
- card_type: compact

### Analyzed: Spotify API Clone (ID: 1qpds9r)
- decision: INCLUDE
- subreddit: selfhosted
- score: 128
- urls:
    primary: https://github.com/moddroid94/spotify-metadata-api
    reddit: https://reddit.com/r/selfhosted/comments/1qpds9r
- summary: |
    Self-hosted Spotify API emulator using Anna's Archive dataset. 30GB parquet
    files for 256M tracks with albums/artists. FastAPI app for local music tagging
    and discovery. Like having Spotify's metadata catalog on your own machine.
- card_type: link

### Analyzed: Pam's Database Drawer (ID: 1qpez53)
- decision: INCLUDE
- subreddit: selfhosted
- score: 15
- urls:
    primary: https://github.com/xGoivo/pams-database-drawer
    reddit: https://reddit.com/r/selfhosted/comments/1qpez53
- summary: |
    Hybrid CLI-TUI tool for SQL databases. Local-first, keyboard-driven, no cloud
    dependencies. Alternative to DBeaver/DataGrip when you want to stay in terminal.
- card_type: compact

### Analyzed: Voiden (ID: 1qp7582)
- decision: INCLUDE
- subreddit: opensource
- score: 17
- urls:
    primary: https://voiden.dev
    reddit: https://reddit.com/r/opensource/comments/1qp7582
- summary: |
    Markdown-based open-source Postman alternative. Offline-first, git-native.
    API requests stored as Markdown files. No cloud dependencies, no accounts.
    Works completely offline.
- card_type: link

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

---

## Final Selection Complete

Total items: 26
- Product Hunt: 6
- AI-LLMs: 6
- GenAI-Media: 4
- Apps-Software: 10

## HTML Generated

- html_generated: 2026-01-28T05:30:00Z
- links_validated: true
- permissions_set: true
- telegram_sent: true
- completion_signaled: true
- phase: complete

---
