# Digest: 2026-01-19

## Status
phase: starting
updated: 2026-01-19T10:00:00Z

---

## Previous Digests (Last 7 Days)

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

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

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

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

### 2026-01-14
- https://app.ekamoira.com/
- https://apps.apple.com/us/app/repomance/id6756920720
- https://apps.apple.com/us/app/sublimated/id6757111538
- https://archivara.org/pdf/927a9c63-afb5-4789-8ed5-c323e961056e
- https://arxiv.org/abs/2601.07222
- https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence/
- https://blog.google/innovation-and-ai/technology/developers-tools/kaggle-community-benchmarks/
- https://cli.knowns.dev/
- https://files.catbox.moe/djp6j1.json
- https://github.com/sung01299/tabdog
- https://github.com/yvann-ba/ComfyUI_Yvann-Nodes
- https://huggingface.co/prithivMLmods/Qwen-Image-Edit-2511-Unblur-Upscale
- https://interestingengineering.com/ai-robotics/us-senate-passes-grok-ai-explicit-images-bill
- https://iordv.github.io/Droppy
- https://kyutai.org/blog/2026-01-13-pocket-tts
- https://platform.openai.com/docs/models/gpt-5.2-codex
- https://taphouse.multimodalsolutions.gr/
- https://tarun-yadav.com/murmur
- https://techcrunch.com/2026/01/14/openai-signs-deal-reportedly-worth-10-billion-for-compute-from-cerebras/
- https://trytidey.com/
- https://www.remio.ai/
- https://www.simpl.sh/

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

### Developing Stories
- **GPT-5.2 Erdős Problem #728** — Covered 01/09, follow-up 01/18 on verification. Watch for peer review updates.
- **ChatGPT Memory Upgrade** — Covered 01/18. Year-long memory with direct links.
- **xAI Colossus 2** — Covered 01/17. First gigawatt datacenter.
- **DeepSeek Engram** — Covered 01/17. New memory architecture for LLMs.

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-01-19T10:00:00Z

### Raw Data
| Rank | ID | Name | Tagline | Votes |
|------|-----|------|---------|-------|
| 1 | 1061992 | Noodle Seed | Connect your business to AI conversations in minutes | 314 |
| 2 | 1058762 | OS Ninja | Explore and learn open source using AI | 289 |
| 3 | 1064293 | Updatest | Your new home for Mac updates | 216 |
| 4 | 1061562 | FlowGenie | Make building forms and automating workflows feel like magic | 169 |
| 5 | 1064784 | Tofu Maps | Create personal maps you can share without accounts | 162 |
| 6 | 1064786 | 21st Fund | Agentic Grant Discovery for Founders | 139 |
| 7 | 1064300 | Soch | Turn passive scrolling into active discovery | 136 |
| 8 | 1064719 | Honter | Run design projects like a studio, even if you're solo | 121 |
| 9 | 1064697 | Internet Makes Music | A public, global music experiment. Completely free | 114 |
| 10 | 1064578 | NotchDrop | A Dynamic Island experience for your Mac notch | 108 |
| 11 | 1064769 | Coderrr | Open source CLI-first AI coding companion | 93 |
| 12 | 1064458 | Mac Cleanup Go | (Open-source) macOS Cleaner for transparent, safe cleanup | 92 |
| 13 | 1064720 | flins | The universal skill and command manager for AI coding tools | 87 |
| 14 | 1064374 | Quetzly | Test, monitor, and visualize your location APIs in one place | 79 |
| 15 | 1064528 | LiveSyncDesk | Real time collaboration with a mobile synchronized board | 75 |
| 16 | 1061361 | Viral SEO | Find competitors' top-performing SEO pages in one click | 47 |
| 17 | 1064791 | IndexMachine | A lightweight and super fast page indexer that just works | 40 |
| 18 | 1064449 | Moshi | the mobile interface for AI coding agents | 38 |
| 19 | 1061993 | Ads Research | Competitor ads, instantly on WhatsApp | 33 |
| 20 | 1063213 | Your Domains Wrapped 2025 | See how much your side projects actually cost you | 18 |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1064293 | Updatest | CANDIDATE | macOS app, power user tool, unifies updates from Homebrew/MAS/Sparkle |
| 1061562 | FlowGenie | CANDIDATE | Automation tool, node-based visual editor like Unreal blueprints |
| 1064578 | NotchDrop | CANDIDATE | macOS menu bar utility, file sharing, clipboard - but similar to NotchNook already installed |
| 1064769 | Coderrr | CANDIDATE | CLI AI coding tool, open source Claude Code alternative |
| 1064458 | Mac Cleanup Go | CANDIDATE | macOS CLI utility, open source, transparent cleanup |
| 1064720 | flins | CANDIDATE | AI coding tool skill manager, npm for agent skills - Claude Code relevant |
| 1064449 | Moshi | CANDIDATE | Mobile interface for Claude Code, Mosh protocol, voice commands |
| 1061992 | Noodle Seed | SKIP | Business marketing tool, ChatGPT app store - not power user |
| 1058762 | OS Ninja | SKIP | Learning platform for open source, not a tool |
| 1064784 | Tofu Maps | SKIP | Simple map sharing, not power user oriented |
| 1064786 | 21st Fund | SKIP | Grant discovery for founders, not relevant |
| 1064300 | Soch | SKIP | Research article feed app, iOS only, not available in EU |
| 1064719 | Honter | SKIP | Designer workspace tool, not dev/power user focused |
| 1064697 | Internet Makes Music | SKIP | Fun experiment but not a productivity/dev tool |
| 1064374 | Quetzly | SKIP | GIS/geospatial API tool, niche |
| 1064528 | LiveSyncDesk | SKIP | Whiteboard collaboration, generic |
| 1061361 | Viral SEO | SKIP | SEO tool, not interested |
| 1064791 | IndexMachine | SKIP | SEO indexing tool, not interested |
| 1061993 | Ads Research | SKIP | Marketing/ads tool |
| 1063213 | Your Domains Wrapped 2025 | SKIP | Fun novelty but not a real tool |

### Analyzed: Updatest (ID: 1064293)
- decision: INCLUDE
- website: https://updatest.app/
- producthunt: https://www.producthunt.com/products/updatest
- github: https://github.com/updatest/feedback
- votes: 216
- summary: |
    Native macOS app that unifies updates from Homebrew, Mac App Store, Sparkle, Electron, and GitHub Releases into one dashboard. Helps migrate manual installs to Homebrew casks. Shows changelogs, notarization status, developer info. No tracking, fully local. One-time purchase with 14-day trial.

### Analyzed: FlowGenie (ID: 1061562)
- decision: INCLUDE
- website: https://flowgenie.io/
- producthunt: https://www.producthunt.com/products/flowgenie
- votes: 169
- summary: |
    No-code platform with node-based visual editor inspired by Unreal Engine blueprints. Logic lives in the graph, not hidden in config panels. Build flows triggered by forms, schedules, or external calls. Currently in beta, designed for developers and technical teams who want automation without losing clarity.

### Analyzed: NotchDrop (ID: 1064578)
- decision: DISCARD
- reason: User already has NotchNook installed which provides similar notch utilities. NotchDrop focuses mainly on file drop shelf functionality.

### Analyzed: Coderrr (ID: 1064769)
- decision: INCLUDE
- website: https://github.com/akash-network/coderrr
- producthunt: https://www.producthunt.com/products/coderrr
- votes: 93
- summary: |
    Open source CLI-first AI coding agent, similar to Claude Code but free. Runs in terminal, analyzes tasks, creates actionable plans, executes commands. Supports pluggable providers like Ollama and OpenRouter for local/custom models.

### Analyzed: Mac Cleanup Go (ID: 1064458)
- decision: INCLUDE
- website: https://github.com/2ykwang/mac-cleanup-go
- producthunt: https://www.producthunt.com/products/github-263
- votes: 92
- summary: |
    Terminal-based macOS cleaner with TUI that shows exactly what it finds: file paths, sizes, categories. You select what goes, everything moves to Trash (recoverable). Supports 90 targets including browsers, dev tools, apps. Safety levels for different risk tolerance. Open source, install via Homebrew.

### Analyzed: flins (ID: 1064720)
- decision: INCLUDE
- website: https://flins.tech/
- producthunt: https://www.producthunt.com/products/flins
- votes: 87
- summary: |
    Universal skill manager for AI coding agents - like npm for agent skills. Works with Claude Code, Cursor, Copilot, Windsurf, Gemini CLI and more. Install, manage, update skills from one CLI with commands like flins add, update, remove, list, search.

### Analyzed: Moshi (ID: 1064449)
- decision: INCLUDE
- website: https://getmoshi.app/
- producthunt: https://www.producthunt.com/products/moshi-3
- testflight: https://testflight.apple.com/join/yApyT263
- votes: 38
- summary: |
    iOS app for running Claude Code from your iPhone via Mosh protocol. Resilient UDP connections survive network changes and device sleep. On-device Whisper for voice commands, one-tap shortcuts for Claude Code actions (approve, reject, continue). Face ID protection, no cloud relay. One-time purchase.

### Product Hunt Complete
- candidates_analyzed: 7
- included: 6
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 25 posts at 2026-01-19T10:30:00Z

### Fetch: r/singularity
- [x] Fetched 15 posts at 2026-01-19T10:30:00Z

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2026-01-19T10:30:00Z

### Fetch: r/artificial
- [x] Fetched 10 posts at 2026-01-19T10:30:00Z

### Initial Filter
| ID | Subreddit | Title | Score | Decision | Reason |
|----|-----------|-------|-------|----------|--------|
| 1qh5wdq | LocalLLaMA | GLM-4.7-Flash · Hugging Face | 628 | CANDIDATE | New 30B model from Z.ai, important local model release |
| 1qhitrj | LocalLLaMA | GLM 4.7 Flash official support merged in llama.cpp | 180 | CANDIDATE | llama.cpp support for new model |
| 1qhii5v | LocalLLaMA | My gpu poor comrades, GLM 4.7 Flash is your local agent | 150 | MERGE with above | Same topic |
| 1qhaq21 | LocalLLaMA | New in llama.cpp: Anthropic Messages API | 130 | CANDIDATE | llama.cpp now supports Anthropic API format |
| 1qh0yq8 | LocalLLaMA | Top-K implementation 20x faster than PyTorch CPU | 131 | CANDIDATE | Significant performance improvement |
| 1qh802r | singularity | Z.ai Launches GLM-4.7-Flash: 30B Coding model | 76 | MERGE with GLM | Same topic |
| 1qh591s | singularity | Rumors of Gemini 3 PRO GA being "far better, like 3.5" | 346 | CANDIDATE | Major rumor about Gemini 3 Pro |
| 1qh1omx | singularity | BabyVision: New Benchmark for Human-Level Visual Reasoning | 346 | CANDIDATE | New AI benchmark |
| 1qhhcqg | singularity | Anthropic Research: The assistant axis | 25 | CANDIDATE | Anthropic research on LLM personas |
| 1qh9v60 | singularity | xAI engineer assumed fired for leaking company details | 197 | SKIP | Drama, not technical |
| 1qhall2 | singularity | BlackRock CEO on AI and white-collar work | 237 | CANDIDATE | Societal impact - major industry figure |
| 1qhk6p6 | singularity | 2026 is where it gets very real because of Claude Code | 69 | SKIP | Opinion piece, no new info |
| 1qhb12q | openai | Gemini is overrated, ChatGPT is unfairly hated | 216 | SKIP | Opinion comparison, no news |
| 1qh6cc9 | openai | 25 data center cancellations this month | 150 | CANDIDATE | Industry news on compute infrastructure |
| 1qgta5b | singularity | 41 data center projects cancelled in past 6 weeks | 156 | MERGE with above | Same topic |
| 1qh5usj | artificial | Musk wants up to $134B in OpenAI lawsuit | 118 | SKIP | Drama/legal, not technical |
| 1qh10q9 | LocalLLaMA | Demo: On-device browser agent (Qwen) in Chrome | 25 | CANDIDATE | Browser agent running locally |
| 1qhgi10 | LocalLLaMA | LightOnOCR-2-1B | 29 | CANDIDATE | New OCR model |
| 1qh5yvm | LocalLLaMA | LlamaBarn 0.23 - macOS app for local LLMs | 8 | SKIP | Low engagement, minor update |

### Analyzed: GLM-4.7-Flash (ID: 1qh5wdq)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 629
- urls:
    primary: https://huggingface.co/zai-org/GLM-4.7-Flash
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qh5wdq
    llamacpp: https://github.com/ggml-org/llama.cpp/pull/18936
- summary: |
    Z.ai releases GLM-4.7-Flash, a 30B MoE model (3B active parameters) optimized for coding and agentic tasks. Achieves 59.2% on SWE-bench verified. Uses MLA for tiny KV cache, enabling 200K context on consumer hardware. Official llama.cpp support merged same day. GGUF and FP8 quantizations already available.
- card_type: featured

### Analyzed: llama.cpp Anthropic Messages API (ID: 1qhaq21)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 133
- urls:
    primary: https://huggingface.co/blog/ggml-org/anthropic-messages-api-in-llamacpp
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qhaq21
- summary: |
    llama.cpp now supports Anthropic's Messages API format, enabling local models to work with Claude Code and other Anthropic-compatible tools. Users can now run Claude Code with local models like Qwen and MiniMax on their own hardware.
- card_type: link

### Analyzed: Gemini 3 Pro GA Rumors (ID: 1qh591s)
- decision: INCLUDE
- subreddit: singularity
- score: 345
- urls:
    primary: https://reddit.com/r/singularity/comments/1qh591s
    reddit: https://reddit.com/r/singularity/comments/1qh591s
- summary: |
    Rumors circulating that Gemini 3 Pro GA (General Availability) version will be "far better, like 3.5" compared to current preview. Users report A/B testing in the wild. Current 3.0 has high base intelligence but feels under-tuned, suggesting significant gains possible from further training.
- card_type: link

### Analyzed: BlackRock CEO on AI and White-Collar Work (ID: 1qhall2)
- decision: INCLUDE
- subreddit: singularity
- score: 232
- urls:
    primary: https://www.axios.com/2026/01/19/davos-larry-fink-opening-remarks-blackrock
    reddit: https://reddit.com/r/singularity/comments/1qhall2
- summary: |
    At Davos 2026, BlackRock CEO Larry Fink warns that AI could disrupt white-collar jobs the same way globalization disrupted manufacturing. "If AI does to white-collar work what globalization did to blue-collar, we need to confront that directly." First major finance figure to draw this parallel publicly.
- card_type: link

### Analyzed: Data Center Cancellations (ID: 1qh6cc9)
- decision: INCLUDE
- subreddit: openai/singularity
- score: 150+156
- urls:
    primary: https://x.com/DonMiami3/status/2012761147137528101
    reddit: https://reddit.com/r/singularity/comments/1qgta5b
- summary: |
    41 data center projects cancelled in the past 6 weeks, up from 15 cancellations in the entire June-November 2025 period. 25 cancellations this month alone due to community backlash. Raises questions about AI compute infrastructure buildout pace.
- card_type: link

### Analyzed: On-device Browser Agent (ID: 1qh10q9)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 25
- urls:
    primary: https://github.com/RunanywhereAI/on-device-browser-agent
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qh10q9
- summary: |
    Open source Chrome extension running local browser agent using WebGPU and Qwen models. Demo shows agent navigating to YouTube and opening podcasts. Runs entirely on-device without cloud APIs.
- card_type: compact

### Analyzed: LightOnOCR-2-1B (ID: 1qhgi10)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 29
- urls:
    primary: https://huggingface.co/lightonai/LightOnOCR-2-1B
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qhgi10
- summary: |
    LightOn releases 1B parameter OCR model. Lightweight enough to run on consumer hardware while providing accurate text extraction from images.
- card_type: compact

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

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 25 posts at 2026-01-19T11:00:00Z

### Fetch: r/midjourney
- [x] Fetched 13 posts at 2026-01-19T11:00:00Z

### Fetch: r/comfyui
- [x] Fetched 24 posts at 2026-01-19T11:00:00Z

### Initial Filter
| ID | Subreddit | Title | Score | Decision | Reason |
|----|-----------|-------|-------|----------|--------|
| 1qhdrg6 | comfyui | ZSampler Turbo: new sampler for Z-Image | 82 | CANDIDATE | New sampler with better prompt adherence |
| 1qh3r7s | StableDiffusion | Professional HDR Image Processing Suite for ComfyUI | 83 | CANDIDATE | Useful workflow tool |
| 1qgz19r | StableDiffusion | Flux.2 Klein - per segment inpaint edit | 178 | CANDIDATE | Useful workflow for Klein |
| 1qh35wp | StableDiffusion | HeartMuLa: Open Source Music Foundation Models | 58 | CANDIDATE | New music generation models |
| 1qh7xnu | StableDiffusion | HomeLab GPU Cluster - 12× RTX 5090 | 658 | SKIP | Hardware showcase, not workflow/tool |
| 1qh5tnh | StableDiffusion | Deadpool video | 87 | SKIP | Art showcase, no practical value |
| 1qgx52y | StableDiffusion | LoKr Outperforms LoRA in Klein Training | 56 | CANDIDATE | Training technique comparison |
| 1qh9sff | comfyui | Flux2 Klein performs exceptionally well | 96 | SKIP | Generic showcase, Klein already covered |
| Various | midjourney | Art showcases | - | SKIP | Art posts, no workflow/technical value |

### Analyzed: ZSampler Turbo (ID: 1qhdrg6)
- decision: INCLUDE
- subreddit: comfyui
- score: 82
- urls:
    primary: https://reddit.com/r/comfyui/comments/1qhdrg6
    reddit: https://reddit.com/r/comfyui/comments/1qhdrg6
- summary: |
    New experimental sampler for Z-Image with high prompt adherence and good detail levels. Divides steps into three phases (composition, details, refinement) with optimized sigmas for each stage. Starting from 7 steps, quality is high enough for production use.
- card_type: link

### Analyzed: HDR Image Processing Suite (ID: 1qh3r7s)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 83
- urls:
    primary: https://github.com/fxtdstudios/radiance
    reddit: https://reddit.com/r/StableDiffusion/comments/1qh3r7s
- summary: |
    Professional HDR image processing suite for ComfyUI featuring 32-bit floating-point pipeline, 30+ camera sensors, 20+ film stocks, industry-standard scopes (histogram, waveform, vectorscope), GPU acceleration (10-50x faster with CUDA), and full EXR/HDR support.
- card_type: link

### Analyzed: Flux.2 Klein Per-Segment Edit (ID: 1qgz19r)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 178
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1qgz19r
    reddit: https://reddit.com/r/StableDiffusion/comments/1qgz19r
- summary: |
    Per-segment inpaint editing workflow for Flux.2 Klein. Segments objects/characters individually, allows separate prompts per segment. Very fast - under a minute for 4 characters on 9B model at 8 steps. Practical for fixing hands, changing colors on multiple elements.
- card_type: link

### Analyzed: HeartMuLa Music Models (ID: 1qh35wp)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 58
- urls:
    primary: https://heartmula.github.io/
    reddit: https://reddit.com/r/StableDiffusion/comments/1qh35wp
- summary: |
    HeartMuLa: Family of open-sourced music foundation models for text-to-music generation.
- 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 2026-01-19T12:00:00Z

| ID | Title | Score | URL |
|----|-------|-------|-----|
| 1qhiexg | [OS] FineTune - open-source Volume Mixer for macOS | 468 | https://www.reddit.com/gallery/1qhiexg |
| 1qh7uez | Do you need raycast in 2026? | 78 | discussion |
| 1qh3c4j | Phia - fully native macOS screen recorder | 62 | https://i.redd.it/vy6jm54xvaeg1.png |
| 1qh6i76 | Resurf - digital garden app | 50 | https://www.reddit.com/gallery/1qh6i76 |
| 1qh2y42 | [OS] PostgresGUI - lightweight Postgres client | 23 | https://github.com/postgresgui/postgresgui |
| 1qhbjlt | [OS] PrioSpace - all-in-one productivity app | 21 | https://i.redd.it/98h6f64ciceg1.png |
| 1qgx0si | PasteFast - free clipboard manager | 20 | text post |
| 1qhilbn | FSNotes 7 - fast plain text notes | 13 | https://fsnot.es/v7/ |
| 1qh7zs2 | Floxtop v1.6 - offline file organizer with local AI | 8 | video |
| 1qhje4p | Archives - open source archive extraction app | 7 | https://github.com/velocityzen/Archives |
| 1qh1n2t | Dictator-Speech-to-Text - menubar dictation tool | 2 | text post |
| 1qh00yy | OverClean - disk space analyzer | 2 | https://overcleanmacapp.com |

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2026-01-19T12:00:00Z

| ID | Title | Score | URL |
|----|-------|-------|-----|
| 1qh9ytc | How to Curb "Tinker" Mindset? | 44 | discussion |
| 1qh86hh | Alternatives to SMB/NFS | 37 | discussion |
| 1qhintk | Wiki for home use | 36 | discussion |
| 1qhak3x | Nixflix - Declarative Jellyfin + ARR on NixOS | 6 | https://github.com/kiriwalawren/nixflix |
| 1qhh8bj | Running n8n 24/7 for free on Oracle Cloud | 1 | guide |

### Fetch: r/opensource
- [x] Fetched 19 posts at 2026-01-19T12:00:00Z

| ID | Title | Score | URL |
|----|-------|-------|-----|
| 1qhfmsp | Anyone use Codeberg? | 65 | discussion |
| 1qgzzx3 | IceMap - anonymous real-time incident reporting on a map | 32 | https://github.com/profullstack/icemap.app |
| 1qhewta | Building the world's first open-source quantum computer | 11 | https://uwaterloo.ca/news |
| 1qhke2c | ThinkEx - OS NotebookLM/Notion alternative | 5 | https://github.com/ThinkEx-OSS/thinkex |
| 1qh05h4 | Unitree Go1 robot dance choreography editor | 3 | https://github.com/dawodx/YMCA |
| 1qhb2vd | Rig - run large models across multiple machines over WiFi | 0 | https://github.com/buyukakyuz/rig |

### Fetch: r/SideProject
- [x] Fetched 25 posts at 2026-01-19T12:00:00Z

| ID | Title | Score | URL |
|----|-------|-------|-----|
| 1qh14p9 | PostSpark - device mockups & screenshots | 53 | https://postspark.app/templates |
| 1qh7kiu | YC Partner Simulation Claude Skill | 42 | https://www.agent37.com/yc |
| 1qh6rad | Free PDF Editor - no watermark, no signup | 9 | https://pdfedit.best |
| 1qhgadq | Minimal YouTube app for focus | 10 | video |
| 1qhgtrp | RyanQuack - bypass Ryanair app requirement | 3 | https://github.com/Ax6/ryanquack |
| 1qhiqtv | Avventura - offline-first travel itinerary app | 3 | https://avventura.app/ |


### Initial Filter
| ID | Subreddit | Title | Score | Decision | Reason |
|----|-----------|-------|-------|----------|--------|
| 1qhiexg | macapps | FineTune - open-source Volume Mixer | 468 | CANDIDATE | Major new macOS tool, free SoundSource alternative |
| 1qh3c4j | macapps | Phia - native screen recorder | 62 | CANDIDATE | Native macOS screen recording tool |
| 1qh2y42 | macapps | PostgresGUI - lightweight Postgres client | 23 | CANDIDATE | Developer tool, open source |
| 1qhilbn | macapps | FSNotes 7 - fast plain text notes | 13 | CANDIDATE | Major update to plain text notes app |
| 1qhje4p | macapps | Archives - open source archive extraction | 7 | CANDIDATE | Utility for macOS |
| 1qhak3x | selfhosted | Nixflix - declarative Jellyfin+ARR on NixOS | 6 | CANDIDATE | Self-hosted media stack |
| 1qgzzx3 | opensource | IceMap - anonymous incident reporting | 32 | CANDIDATE | Privacy-focused app |
| 1qhgtrp | SideProject | RyanQuack - bypass Ryanair app | 3 | CANDIDATE | Useful utility, open source |
| 1qh14p9 | SideProject | PostSpark - device mockups | 53 | CANDIDATE | Useful for developers |
| 1qh7uez | macapps | Do you need raycast in 2026? | 78 | SKIP | Discussion post only |
| 1qh6i76 | macapps | Resurf - digital garden | 50 | SKIP | Note app, user has Obsidian |
| 1qhbjlt | macapps | PrioSpace - productivity app | 21 | SKIP | Todo app, user has plenty |
| 1qgx0si | macapps | PasteFast - clipboard manager | 20 | SKIP | User already has Raycast clipboard |
| 1qh7zs2 | macapps | Floxtop - file organizer | 8 | SKIP | User has Hazel |
| 1qh00yy | macapps | OverClean - disk analyzer | 2 | SKIP | User has DaisyDisk |
| 1qh1n2t | macapps | Dictator-Speech-to-Text | 2 | SKIP | Hammerspoon-based, niche |

### Analyzed: FineTune Volume Mixer (ID: 1qhiexg)
- decision: INCLUDE
- subreddit: macapps
- score: 468
- urls:
    primary: https://github.com/ronitsingh10/FineTune
    reddit: https://reddit.com/r/macapps/comments/1qhiexg
- summary: |
    Open-source volume mixer for macOS that provides per-app volume control, audio routing to different devices, and per-app EQ with presets. Free alternative to SoundSource ($50+). Native SwiftUI app with real-time VU meters. Route Spotify to external speakers while keeping other apps on built-in speakers.
- card_type: featured

### Analyzed: Phia Screen Recorder (ID: 1qh3c4j)
- decision: INCLUDE
- subreddit: macapps
- score: 62
- urls:
    primary: https://www.phia.app/
    reddit: https://reddit.com/r/macapps/comments/1qh3c4j
- summary: |
    Native macOS screen recorder with intelligent zoom, smooth cursor motion, and cinematic effects. Uses Metal for GPU-powered rendering and SwiftUI for a polished interface. One-time purchase, no subscription. Works fully offline. Free alternative to Screen Studio.
- card_type: link

### Analyzed: PostgresGUI (ID: 1qh2y42)
- decision: INCLUDE
- subreddit: macapps
- score: 23
- urls:
    primary: https://github.com/postgresgui/postgresgui
    reddit: https://reddit.com/r/macapps/comments/1qh2y42
- summary: |
    Lightweight open-source Postgres client built with SwiftUI. Only 26MB installed. Clean UI for database management without the bloat of enterprise tools. $4.99 on App Store or build from source.
- card_type: compact

### Analyzed: FSNotes 7 (ID: 1qhilbn)
- decision: INCLUDE
- subreddit: macapps
- score: 13
- urls:
    primary: https://github.com/glushchenko/fsnotes
    reddit: https://reddit.com/r/macapps/comments/1qhilbn
- summary: |
    Major update to the fast plain-text notes app for macOS and iOS. 7 months of development. Free update for existing users. Open source on GitHub.
- card_type: compact

### Analyzed: Archives (ID: 1qhje4p)
- decision: INCLUDE
- subreddit: macapps
- score: 7
- urls:
    primary: https://github.com/velocityzen/Archives
    reddit: https://reddit.com/r/macapps/comments/1qhje4p
- summary: |
    Simple open-source archive extraction app for macOS. Uses CLI archivers already on your system. Alternative to The Unarchiver when it hangs.
- card_type: compact

### Analyzed: Nixflix (ID: 1qhak3x)
- decision: INCLUDE
- subreddit: selfhosted
- score: 6
- urls:
    primary: https://github.com/kiriwalawren/nixflix
    reddit: https://reddit.com/r/selfhosted/comments/1qhak3x
- summary: |
    Declarative NixOS configuration for Jellyfin + ARR media server stack. Includes Sonarr, Radarr, Lidarr, Prowlarr with Mullvad VPN integration and PostgreSQL backend. Follows TRaSH guidelines by default.
- card_type: link

### Analyzed: IceMap (ID: 1qgzzx3)
- decision: INCLUDE
- subreddit: opensource
- score: 32
- urls:
    primary: https://github.com/profullstack/icemap.app
    reddit: https://reddit.com/r/opensource/comments/1qgzzx3
- summary: |
    Anonymous real-time incident reporting on a map. No accounts, no tracking. Posts auto-delete after 8 hours. Privacy-focused community awareness tool.
- card_type: compact

### Analyzed: RyanQuack (ID: 1qhgtrp)
- decision: INCLUDE
- subreddit: SideProject
- score: 3
- urls:
    primary: https://github.com/Ax6/ryanquack
    reddit: https://reddit.com/r/SideProject/comments/1qhgtrp
- summary: |
    Browser extension to bypass Ryanair's app-only boarding pass requirement. Generates downloadable pass image or Apple Wallet pass. Available for Chrome and Firefox.
- card_type: compact

### Analyzed: PostSpark (ID: 1qh14p9)
- decision: INCLUDE
- subreddit: SideProject
- score: 53
- urls:
    primary: https://postspark.app/
    reddit: https://reddit.com/r/SideProject/comments/1qh14p9
- summary: |
    Web app for creating device mockups and screenshots. URL to screenshot, video support, 30+ device frames, auto backgrounds, annotation tools, and Chrome extension.
- card_type: link

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


---

## Final Selection

Total items: 26

### Product Hunt (6 items)
1. Updatest — macOS update manager
2. FlowGenie — no-code automation
3. Coderrr — CLI AI coding agent
4. Mac Cleanup Go — terminal cleaner
5. flins — agent skills manager
6. Moshi — mobile Claude Code interface

### AI-LLMs (7 items)
1. GLM-4.7-Flash (featured) — 30B open-source model
2. llama.cpp Anthropic Messages API
3. Gemini 3 Pro GA Rumors
4. BlackRock CEO on AI
5. Data Center Cancellations
6. On-device Browser Agent
7. LightOnOCR-2-1B

### GenAI-Media (4 items)
1. ZSampler Turbo
2. HDR Image Processing Suite
3. Flux.2 Klein Per-Segment Edit
4. HeartMuLa Music Models

### Apps-Software (9 items)
1. FineTune (featured) — open-source volume mixer
2. Phia — native screen recorder
3. PostgresGUI — lightweight Postgres client
4. FSNotes 7 — plain text notes
5. Archives — archive extraction
6. Nixflix — declarative Jellyfin+ARR
7. IceMap — anonymous incident reporting
8. RyanQuack — bypass Ryanair app
9. PostSpark — device mockups

phase: selection-complete


---

## Generation Complete

html_generated: 2026-01-19T12:30:00Z
items_count: 26
links_validated: true
permissions_set: true
phase: complete

telegram_sent: true
