# Digest: 2026-01-25

## Status
phase: complete
updated: 2026-01-25
html_generated: 2026-01-25
items_count: 28
links_validated: true
permissions_set: true
telegram_sent: true
completion_signaled: true

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-01-25

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1067364 | Thumbfa.st | CANDIDATE | AI thumbnail generation, practical GenAI |
| 1065368 | Mochi Focus | SKIP | Focus timer gamification, has Session/Focus 2 |
| 999623 | Forums | CANDIDATE | AI Q&A for GitHub repos, MCP server, dev tool |
| 1067511 | Pola Browser | CANDIDATE | macOS productivity browser, WebKit |
| 1065276 | Hyoi | CANDIDATE | macOS drag-drop shelf, native Swift |
| 1067673 | Liquid Timer v2 | CANDIDATE | macOS timer app with visual design |
| 1067206 | Omia Studio | SKIP | AI app builder wrapper, low votes |
| 1067572 | Hourlyo | SKIP | Generic time tracker / project mgmt |
| 1067654 | PostEngageAI | SKIP | Social media automation |
| 1067440 | ALGO | SKIP | Multi-model AI interface wrapper |
| 1046065 | Aiesthetic | SKIP | India-focused product photography, low votes |
| 1067611 | Trip Way | SKIP | Trip planner |
| 1065825 | SuppCheck | SKIP | Supplement checker, wellness |
| 1067469 | AI Mock System Design | SKIP | Interview prep |
| 1067693 | TextWisely | SKIP | AI writing tools, generic |
| 1067744 | Zapledger | SKIP | Accounting software |
| 1067692 | keyhold.io | SKIP | Password custody, niche |
| 1067758 | Nyola | SKIP | Drawing cloud app |
| 1067680 | polypok | SKIP | Prediction markets/crypto |
| 1067304 | AI Feed | SKIP | AI social network, interesting but too niche/low votes |

### Analyzed: Thumbfa.st (ID: 1067364)
- decision: INCLUDE
- website: https://thumbfa.st
- producthunt: https://www.producthunt.com/products/thumbfa-st
- votes: 340
- summary: |
    AI-powered YouTube thumbnail generator that maintains your face consistency across all thumbnails.
    Upload your photo once, paste any YouTube URL for style inspiration, describe your vision — done in
    under 60 seconds. Generates at YouTube-ready 1280x720. Free first thumbnail, credit-based pricing.
    2000+ creators using it. Built by a 40K+ YouTube channel creator.

### Analyzed: Forums (ID: 999623)
- decision: INCLUDE
- website: https://forums.basehub.com
- producthunt: https://www.producthunt.com/products/basehub
- github: https://github.com/basehub-ai/forums
- votes: 223
- summary: |
    AI-powered Q&A for any public GitHub repo. Ask questions and AI agents clone, explore, and grep
    the source code for source-backed answers. Includes MCP server for Claude Code/Cursor integration,
    CLI tool, and web interface. Open source (GPL-3.0). Built by BaseHub team. Useful for integrating
    new libraries or debugging without outdated docs.

### Analyzed: Pola Browser (ID: 1067511)
- decision: INCLUDE
- website: https://polabrowser.com
- producthunt: https://www.producthunt.com/products/pola-browser
- votes: 192
- summary: |
    macOS-only productivity browser built on WebKit. Persistent tab folders, Research Mode (visual map
    of browsing), project profiles per tab, AI sidebar, smart memory management. €19.99 lifetime license.
    Zero tracking, uses macOS Keychain. Built-in ad blocking. Requires macOS Monterey 12.3+.

### Analyzed: Hyoi (ID: 1065276)
- decision: INCLUDE
- website: https://www.producthunt.com/products/hyoi
- producthunt: https://www.producthunt.com/products/hyoi
- votes: 154
- summary: |
    Lightweight macOS utility that automatically shows a floating shelf when you drag files. Drop files,
    images, or text temporarily, then drag them anywhere. Built with Swift & SwiftUI, no network access.
    Name from Japanese onomatopoeia "ひょい" (effortlessly picking something up). Similar to Dropover
    but appears automatically on drag detection.

### Analyzed: Liquid Timer v2 (ID: 1067673)
- decision: INCLUDE
- website: https://apps.apple.com/us/app/liquid-timer/id6748906791
- producthunt: https://www.producthunt.com/products/liquidtimers
- votes: 133
- summary: |
    macOS menu bar timer app v2 with liquid splash animations. Drag from menu bar to create unlimited
    circular timers. New in v2: timer bars style, minute+seconds display toggle, right-click individual
    timer options, reduced CPU usage, fullscreen immersive mode. 3000+ downloads. Free.

### Product Hunt Complete
- candidates_analyzed: 5
- included: 5

---

## Previous Digests (Last 7 Days)

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

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

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

### 2026-01-22
- https://conductorquantum.com
- https://crustdata.com/apis/websearch
- https://doclific.com
- https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/16213
- https://gitautoreview.com
- https://github.com/ace-step/ACE-Step
- https://github.com/huggingface/transformers/pull/43391
- https://github.com/Jellify-Music/App
- https://github.com/peteromallet/VibeComfy
- https://github.com/QwenLM/Qwen3-TTS
- https://github.com/sonnybox/yt-files
- https://middledrag.app
- https://notte.cc
- https://rename.click
- https://research.nvidia.com/labs/adlr/projects/personaplex/
- https://techcrunch.com/2026/01/22/inference-startup-inferact-lands-150m
- https://thenewstack.io/drowning-in-ai-slop-reports-curl-ends-bug-bounties/
- https://tunnelmole.com/
- https://unsloth.ai/docs/new/embedding-finetuning
- https://www.cnbc.com/2026/01/22/musk-says-tesla-takes-safety-supervisors-out
- https://www.flowpdf.app/
- https://www.macrumors.com/2026/01/21/apple-ai-pin/
- https://www.nytimes.com/2026/01/21/business/ai-hiring-tools-lawsuit
- https://zencoder.ai

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

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

### Developing Stories
- **GPT-5.2 solves Erdős Problem #728** — Covered 01/23 (openai.com/index/gpt-5-2-for-science-and-math/). Watch for: peer review, formal verification, follow-up research.

---

## Source 1: AI-LLMs

### Fetch
- [x] r/openai: 25 posts
- [x] r/singularity: 11 posts
- [x] r/LocalLLaMA: 25 posts
- [x] r/artificial: 5 posts

### Analyzed: ChatGPT uses Grokipedia as source (r/openai)
- decision: INCLUDE
- score: 104
- urls:
    primary: https://www.theguardian.com/technology/2026/jan/24/latest-chatgpt-model-uses-elon-musks-grokipedia-as-source-tests-reveal
    reddit: https://reddit.com/r/OpenAI/comments/1qmv0bi/
- summary: Tests reveal ChatGPT's latest model uses Elon Musk's Grokipedia as a source for factual queries, raising concerns about AI training data quality and circular knowledge loops.

### Analyzed: D4RT - 4D Scene Reconstruction (r/singularity)
- decision: INCLUDE
- score: 108
- urls:
    primary: https://deepmind.google/blog/d4rt-teaching-ai-to-see-the-world-in-four-dimensions/
    arxiv: https://arxiv.org/pdf/2512.08924
    reddit: https://reddit.com/r/singularity/comments/1qmjdsh/
- summary: Google DeepMind's D4RT uses a unified transformer to jointly infer depth, spatio-temporal correspondence, and camera parameters from video. 18-300x faster than previous SOTA. Key implications for robotics, mapping, and world models.

### Analyzed: Apple nearly acquired AI lab (r/singularity)
- decision: INCLUDE
- score: 85
- urls:
    primary: 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
    reddit: https://reddit.com/r/singularity/comments/1qmrhuj/
- summary: Bloomberg reports Apple was close to acquiring an AI model lab last fall but deal fell through. Comments confirm it was Mistral AI — EU regulatory concerns likely blocked it. Also reveals plans for AI Safari and new Siri in iOS 26.4/27.

### Analyzed: GLM 4.7 Flash KV cache fix + speed improvements (r/LocalLLaMA)
- decision: INCLUDE (follow-up — new llama.cpp PRs, not covered before)
- score: 214 + 141
- urls:
    primary: https://github.com/ggml-org/llama.cpp/pull/19067
    secondary: https://github.com/ggml-org/llama.cpp/pull/19092
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qmjzx1/
- summary: Update: Two new llama.cpp PRs dramatically improve GLM 4.7 Flash. PR #19067 removes unused V cache, saving gigabytes of VRAM (one user went from 45K to 90K context on a 4090). PR #19092 adds further speed optimizations. Model still has quirks but rapidly improving.
- note: GLM 4.7 Flash model was covered 01/19 but these are NEW llama.cpp optimizations

### Analyzed: Internet blackout in Iran and Local LLMs (r/LocalLLaMA)
- decision: INCLUDE
- score: 174
- urls:
    primary: https://reddit.com/r/LocalLLaMA/comments/1qmlpjp/internet_blackout_and_local_llms/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qmlpjp/
- summary: During a 400+ hour internet blackout in Iran, only Google, ChatGPT, and DeepSeek were whitelisted. A user describes relying on local uncensored Gemma3 12B and Qwen3 8B models. Powerful real-world case for local LLMs as digital sovereignty tools.
- card_type: link

### Analyzed: Backporting FP8 to RTX 3090 (r/LocalLLaMA)
- decision: INCLUDE
- score: 13
- urls:
    primary: https://amohan.dev/blog/2026/fp8-as-storage-imma-ampere/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qn0dl8/
- summary: Developer backported FP8 as a storage format to Ampere GPUs (RTX 3090). Sacrifices some compute performance but achieves intended VRAM savings without needing H100-class hardware. Includes torch extension.

### Analyzed: BBC - Chinese open models muscle out US closed (r/artificial)
- decision: INCLUDE
- score: 291
- urls:
    primary: https://www.bbc.com/news/articles/c86v52gv726o
    reddit: https://reddit.com/r/artificial/comments/1qmm0vd/
- summary: BBC reports Chinese open-source AI models (DeepSeek, GLM, Qwen) are steadily displacing closed US offerings. Open-weight models gaining adoption across industries due to cost, customizability, and self-hosting benefits.

### Analyzed: Biological structural discovery in LLMs (r/singularity)
- decision: INCLUDE
- score: 8
- urls:
    primary: https://www.biorxiv.org/node/5155480.full
    reddit: https://reddit.com/r/singularity/comments/1qmwdo1/
- summary: Research shows general-purpose LLMs (GPT-2 fine-tuned on English paraphrasing) achieve ~84% zero-shot accuracy on biological structural tasks. Suggests emergent capability for scientific discovery without domain-specific pre-training.

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 7
- included: 7

---

## Source 2: GenAI-Media

### Fetch
- [x] r/StableDiffusion: 25 posts
- [x] r/comfyui: 25 posts
- [x] r/midjourney: skipped (no tools/workflows, only showcase posts)

### Analyzed: Flux 2 Klein Edit lighting benchmarks (r/StableDiffusion)
- decision: INCLUDE
- score: 615
- urls:
    primary: https://docs.bfl.ai/guides/prompting_guide_flux2_klein
    reddit: https://reddit.com/r/StableDiffusion/comments/1qmhy5k/
- summary: Comprehensive lighting benchmark of Flux 2 Klein Edit using the official prompting guide. Demonstrates Klein's photographic-grade lighting control — the most important factor for output quality. Includes varied prompt examples.

### Analyzed: Gaussian splats repair LoRA for Flux 2 Klein (r/StableDiffusion)
- decision: INCLUDE
- score: 209
- urls:
    primary: https://huggingface.co/cyrildiagne/flux2-klein9b-lora-mlsharp-3d-repair
    reddit: https://reddit.com/r/StableDiffusion/comments/1qmpbct/
- summary: LoRA for Klein 9B that repairs 3D views from ml-sharp gaussian splat generation, fixing geometry issues and restoring original details. Bridges 2D image generation and 3D scene reconstruction.

### Analyzed: NAG on Flux 2 Klein (r/StableDiffusion)
- decision: INCLUDE
- score: 119
- urls:
    primary: https://chendaryen.github.io/NAG.github.io/
    reddit: https://reddit.com/r/StableDiffusion/comments/1qmhfkz/
- summary: Normalized Attention Guidance (NAG) implemented for Flux 2 Klein. Enables negative prompts and better prompt adherence on guidance-distilled models. ComfyUI custom node available.

### Analyzed: RAE the new VAE? (r/StableDiffusion)
- decision: INCLUDE
- score: 74
- urls:
    primary: https://huggingface.co/papers/2601.16208
    reddit: https://reddit.com/r/StableDiffusion/comments/1qm8637/
- summary: New paper proposes Regularized Autoencoders (RAE) to replace VAEs. RAEs consistently outperform FLUX VAE across all model scales (0.5B-9.8B). VAE-based models catastrophically overfit after 64 epochs while RAE remains stable through 256 epochs.

### Analyzed: Image MetaHub (r/comfyui)
- decision: INCLUDE
- score: 68
- urls:
    primary: https://reddit.com/r/comfyui/comments/1qmq2l0/
    reddit: https://reddit.com/r/comfyui/comments/1qmq2l0/
- summary: Local browser tool for organizing 60K+ generated images. Search by checkpoint, prompt, LoRA, seed, sampler. Works with A1111, Forge, ComfyUI, Midjourney. Custom save node for perfect indexing.

### Analyzed: Graviton - Daisy-chain ComfyUI workflows (r/comfyui)
- decision: INCLUDE
- score: 17
- urls:
    primary: https://github.com/jaskirat05/OpenHiggs
    reddit: https://reddit.com/r/comfyui/comments/1qm906v/
- summary: Open-source tool to daisy-chain ComfyUI workflows across multiple GPUs. Each node is a workflow, with GPU assignment control and timeout settings. Useful for multi-GPU setups running sequential pipelines.

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 6
- included: 6

---

## Source 3: Apps-Software

### Fetch
- [x] r/macapps: 18 posts
- [x] r/selfhosted: 25 posts
- [x] r/opensource: 25 posts
- [x] r/SideProject: 25 posts

### Analyzed: Setapp only accepts AI apps now (r/macapps)
- decision: INCLUDE
- score: 193
- urls:
    primary: https://reddit.com/r/macapps/comments/1qmjnc4/
    reddit: https://reddit.com/r/macapps/comments/1qmjnc4/
- summary: PSA: Setapp has changed its catalog policy to only accept "AI apps." Non-AI productivity utilities are now barred from joining. Developer of AppHub (app launcher) was rejected despite being a natural fit. Community backlash in comments.

### Analyzed: Dot - menu bar calendar (r/macapps)
- decision: INCLUDE
- score: 154
- urls:
    primary: https://www.trydot.app/
    reddit: https://reddit.com/r/macapps/comments/1qmkc0g/
- summary: macOS menu bar calendar with meeting reminders, one-click join for Zoom/Meet/Teams, automatic surfacing of attached docs. Natural language event creation. $9.99 one-time (launch price). Data stays on Mac. Requires macOS 13+.

### Analyzed: CoWork-OSS - macOS desktop agent (r/macapps)
- decision: INCLUDE
- score: 20
- urls:
    primary: https://github.com/mesutfelat/cowork-oss
    reddit: https://reddit.com/r/macapps/comments/1qmhkun/
- summary: Open-source macOS desktop agent workbench. Select a folder as workspace, then give tasks (organize files, generate reports, create presentations). Folder-scoped with path traversal protection, approval gates for destructive actions. BYOK (Anthropic API/AWS Bedrock).

### Analyzed: SupaSidebar - Arc-like sidebar for all browsers (r/macapps)
- decision: INCLUDE
- score: 17
- urls:
    primary: https://reddit.com/r/macapps/comments/1qmo1qn/
    reddit: https://reddit.com/r/macapps/comments/1qmo1qn/
- summary: macOS menubar app that adds Arc-like features to Safari, Chrome, etc. Save links/files/folders, fuzzy search tabs and history, cross-browser history, iCloud sync. New: AI tagging, notes, Spotlight integration.

### Analyzed: BareMac - defaults write tweaks (r/macapps)
- decision: INCLUDE
- score: 24
- urls:
    primary: https://github.com/m3rcha/bare-mac
    reddit: https://reddit.com/r/macapps/comments/1qml0cz/
- summary: Open-source macOS utility bundling useful `defaults write` terminal tweaks with clear rollback. Developer seeking community help collecting reliable, actually useful commands. Good for power users who want hidden macOS settings.

### Analyzed: Komodo - Docker management (r/selfhosted)
- decision: INCLUDE
- score: 189
- urls:
    primary: https://github.com/moghtech/komodo
    reddit: https://reddit.com/r/selfhosted/comments/1qmo0nx/
- summary: Feature-rich Docker management tool praised as Portainer replacement. Multi-server node management (non-swarm), NFS support, procedures for automated workflows. Free, constantly developed. Top comment: "Migrated from Portainer a year ago, never looked back."

### Analyzed: Slink v1.9.0 - self-hosted image sharing (r/selfhosted)
- decision: INCLUDE
- score: 55
- urls:
    primary: https://github.com/andrii-kryvoviaz/slink
    reddit: https://reddit.com/r/selfhosted/comments/1qmeyjx/
- summary: Minimalist self-hosted image sharing platform. v1.9.0 adds collections, licensing controls, S3-compatible storage, and more personalization. Drag-and-drop upload, share/embed links.

### Analyzed: CrowdSec blocklist import (r/selfhosted)
- decision: INCLUDE
- score: 42
- urls:
    primary: https://github.com/wolffcatskyy/crowdsec-blocklist-import
    reddit: https://reddit.com/r/selfhosted/comments/1qn09n0/
- summary: Docker container that imports 60K+ IPs from 28 free public sources into CrowdSec, extending the free tier (normally ~22K IPs). Run daily via cron, decisions expire after 24h. All bouncers receive the imported blocklists.

### Analyzed: IronCalc v0.7.1 - open source spreadsheet engine (r/opensource)
- decision: INCLUDE
- score: 11
- urls:
    primary: https://github.com/ironcalc/IronCalc
    blog: https://blog.ironcalc.com/2026/01/25/Changelog-v0.7.1.html
    reddit: https://reddit.com/r/opensource/comments/1qmjrct/
- summary: Open-source spreadsheet engine (MIT/Apache). v0.7.1 adds internationalization with multiple languages and locales. Aiming for 1.0 this year. Rust-based, embeddable.

### Analyzed: Zombie - Rust TUI process manager (r/opensource)
- decision: INCLUDE
- score: 2
- urls:
    primary: https://github.com/NVSRahul/zombie
    reddit: https://reddit.com/r/opensource/comments/1qmjsfg/
- summary: Rust-based TUI process manager with graph mode (process tree visualization), dashboard, sorting by CPU/memory/PID, process management (kill/restart/clean), inspection, tags and notes. Lightweight alternative to htop.

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 10
- included: 10

---

## Deduplication Notes
- Updatest (r/macapps, 103 upvotes) — SKIP, covered 01/19
- Qwen3-TTS (r/comfyui, 118 upvotes) — SKIP, covered 01/22
- ACE-Step v1.5 (r/comfyui, 62 upvotes) — SKIP, covered 01/22 and only a preview/no release yet

---

## Final Selection

Total items: 28

### Product Hunt (5 items)
1. Thumbfa.st — AI YouTube thumbnail generator (340 votes)
2. Forums — AI Q&A for GitHub repos with MCP (223 votes)
3. Pola Browser — macOS WebKit productivity browser (192 votes)
4. Hyoi — macOS drag-drop floating shelf (154 votes)
5. Liquid Timer v2 — macOS visual timer app (133 votes)

### AI-LLMs (7 items)
6. ChatGPT uses Grokipedia (Guardian article)
7. D4RT — DeepMind 4D scene reconstruction (featured)
8. Apple nearly acquired AI lab (Bloomberg)
9. GLM 4.7 Flash KV cache fix + speed improvements
10. Internet blackout in Iran and local LLMs
11. FP8 backported to RTX 3090
12. BBC: Chinese open models muscle out US closed
13. Biological structural discovery in LLMs (biorxiv)

### GenAI-Media (6 items)
14. Flux 2 Klein Edit lighting benchmarks
15. Gaussian splats repair LoRA for Klein
16. NAG on Flux 2 Klein
17. RAE the new VAE (paper)
18. Image MetaHub - local PNG browser
19. Graviton - daisy-chain ComfyUI workflows

### Apps-Software (10 items)
20. Setapp only accepts AI apps (industry news)
21. Dot - menu bar calendar
22. CoWork-OSS - macOS desktop agent
23. SupaSidebar - Arc-like sidebar
24. BareMac - defaults write tweaks
25. Komodo - Docker management
26. Slink v1.9.0 - self-hosted image sharing
27. CrowdSec blocklist import
28. IronCalc v0.7.1 - spreadsheet engine
29. Zombie - Rust TUI process manager
