# Digest: 2026-01-23

## Status
phase: starting
updated: 2026-01-23T00:00:00Z

---

## Previous Digests (Last 7 Days)

### 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-European-Open-Digital-Ecosystems_en
- 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/blob/main/COMFY/workflows/Flux%202%20Klein%20Distilled%20Face%20Swap.json
- 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-to-commercialize-vllm/
- 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-of-some-austin-robotaxis.html
- 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-eightfold-fcra.html
- https://zencoder.ai

### 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/tree/main
- 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-founded-by-anthropic-xai-google-alums-raised-480m-seed-round/
- https://templated.io
- https://www.anthropic.com/news/claude-new-constitution
- https://www.camb.ai/blog-post/camb-ai-unveils-mars8-the-first-family-of-tts-models

### 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/tree/main/ltx_multi_gpu_chunked
- 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-from-work-to-useful-and-safe-ai-heres-what-the-tech-leaders-have-said
- https://www.youtube.com/watch?v=mmKAnHz36v0
- https://youtu.be/54IxX6FtKg8

### 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/

### 2026-01-18
- 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-to-specify-that-its-focused-on-ai-generated-content-that-is-consumed-by-players-not-efficiency-tools-used-behind-the-scenes/
- https://www.techradar.com/ai-platforms-assistants/chatgpt/after-todays-big-memory-upgrade-chatgpt-can-now-remember-conversations-from-a-year-ago-and-link-you-directly-to-them
- 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

### Developing Stories (from last 7 days)
- **GPT-5.2 Erdos Problem** — Covered 01/18, watch for peer review, more math breakthroughs
- **Flux 2 Klein** — Covered 01/21, new capabilities for image generation
- **Claude new constitution** — Covered 01/21, watch for behavior changes
- **Tesla robotaxi safety supervisors removed** — Covered 01/22, major safety implications
- **Apple AI Pin** — Covered 01/22, Apple's wearable AI device

---

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-01-24T03:02:10Z

### Raw Data
| Rank | ID | Name | Tagline | Votes | Website |
|------|-----|------|---------|-------|---------|
| 1 | 1060714 | Tonkotsu | Manage a team of coding agents from a doc | 320 | producthunt.com/r/S447QNSUNBRDF3 |
| 2 | 1066136 | Krisp Mobile Call Recorder | Record outgoing calls and get transcripts + AI notes | 253 | producthunt.com/r/ANEJYLBPF2KT6C |
| 3 | 1066439 | PayPing | All your recurring payments in one place | 212 | producthunt.com/r/LARETHYAPKZD3U |
| 4 | 1066783 | nlsh | talk to your terminal in natural language | 177 | producthunt.com/r/YJW4UIRZRN6EY4 |
| 5 | 1066497 | Kids Cash Register | A POS system for kids to play pretend restaurant | 170 | producthunt.com/r/2QNYU4ABBKO7II |
| 6 | 1066563 | Usagebar | Track Claude Code Usage from your Menu Bar | 150 | producthunt.com/r/SE6HUFITF5EHGU |
| 7 | 1066653 | Qwen3-TTS | Voice design, cloning & 97ms streaming | 140 | producthunt.com/r/D4RERRZBCOL2R3 |
| 8 | 1065619 | Preloop | The MCP Governance Layer | 117 | producthunt.com/r/AU7B4QTR64XF2R |
| 9 | 1066805 | DropTidy | Remove sensitive photo data, 100% client-side | 115 | producthunt.com/r/AQRIJMAVNZO3OZ |
| 10 | 1066855 | Forge Agent | Swarm Agents That Turn Slow PyTorch Into Fast GPU Kernels | 115 | producthunt.com/r/LR5GZXB7SEQ4RZ |
| 11 | 1066726 | Roam FM | Roam the world by tuning into global radio stations | 110 | producthunt.com/r/7UZNNHDRDTUZTU |
| 12 | 1065183 | Edge Light for video calls | Browser extension to look good on video calls | 103 | producthunt.com/r/IU6C477WRJW4I3 |
| 13 | 1066612 | World API by World Labs | Programmable 3D worlds powered by Marble | 100 | producthunt.com/r/LZJYBGFU7WL4LK |
| 14 | 1066683 | 1Setter | One-click system settings for macOS | 100 | producthunt.com/r/XI7XL7AQLRVA5T |
| 15 | 1066788 | PrivacyPal | Browser Extension for AI Governance & Security | 97 | producthunt.com/r/5ZGATIMTCU5AXX |
| 16 | 1066738 | AgentEcho | Annotate any webpage UI and export feedback as Markdown | 93 | producthunt.com/r/66IPQ6ILJXGPQR |
| 17 | 1064740 | Clyde | Cowork but it's a monkey | 53 | producthunt.com/r/SSKFUXRDDAONJH |
| 18 | 1064995 | Defang V3 | One command deploys your app to any AWS or GCP account | 39 | producthunt.com/r/VXYQDM2NIVUORT |
| 19 | 1066575 | Procure Suite | Robust Procurement Platform | 30 | producthunt.com/r/KUXJTRCR3AQTJ5 |
| 20 | 1066473 | GenPM | AI-Native Video Production Platform | 20 | producthunt.com/r/AFQZD5C2NU7IWL |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1060714 | Tonkotsu | CANDIDATE | AI coding agents, multi-agent management |
| 1066136 | Krisp Mobile Call Recorder | SKIP | Call recording, not a power user tool (more business/sales oriented) |
| 1066439 | PayPing | CANDIDATE | Subscription tracking, one-time purchase, power user utility |
| 1066783 | nlsh | CANDIDATE | CLI tool, natural language to terminal, power user |
| 1066497 | Kids Cash Register | SKIP | Kids app, not relevant |
| 1066563 | Usagebar | CANDIDATE | macOS menu bar app for Claude Code - HIGH PRIORITY (user uses Claude Code) |
| 1066653 | Qwen3-TTS | SKIP | Already covered yesterday (01/22) via github.com/QwenLM/Qwen3-TTS |
| 1065619 | Preloop | CANDIDATE | MCP governance layer - HIGH PRIORITY (user interested in MCPs) |
| 1066805 | DropTidy | CANDIDATE | Privacy tool, client-side metadata removal |
| 1066855 | Forge Agent | CANDIDATE | GPU kernel optimization, AI infrastructure |
| 1066726 | Roam FM | SKIP | Already covered on 01/18 at roamfm.app |
| 1065183 | Edge Light for video calls | CANDIDATE | Interesting browser extension, inspired by macOS Tahoe feature |
| 1066612 | World API by World Labs | CANDIDATE | 3D world generation API, GenAI tool |
| 1066683 | 1Setter | CANDIDATE | macOS menu bar app, system settings toggle - HIGH PRIORITY |
| 1066788 | PrivacyPal | CANDIDATE | AI governance browser extension, privacy tool |
| 1066738 | AgentEcho | CANDIDATE | Dev tool, UI annotation to Markdown |
| 1064740 | Clyde | SKIP | AI wrapper/companion, user prefers Claude Code directly |
| 1064995 | Defang V3 | CANDIDATE | Cloud deployment tool, developer utility |
| 1066575 | Procure Suite | SKIP | Enterprise procurement, not relevant |
| 1066473 | GenPM | CANDIDATE | AI video production platform |

### Analyzed: Tonkotsu (ID: 1060714)
- decision: INCLUDE
- website: https://www.tonkotsu.ai
- producthunt: https://www.producthunt.com/products/tonkotsu
- votes: 320
- summary: |
    Desktop app for managing a team of AI coding agents from a doc. Positions
    you as "tech lead for agents" - plan technical work, delegate coding tasks
    in parallel, review diffs. Not an IDE but a management layer for Claude Code
    and similar tools. FREE during early access.

### Analyzed: PayPing (ID: 1066439)
- decision: INCLUDE
- website: https://payping.space
- producthunt: https://www.producthunt.com/products/payping
- votes: 212
- summary: |
    Subscription tracker with Chrome extension auto-detection and email receipt
    forwarding. FREE for 3 subscriptions, $29 one-time for unlimited. Discord
    bot + Chrome extension. No monthly fee for a subscription tracker (refreshing).

### Analyzed: nlsh (ID: 1066783)
- decision: INCLUDE
- website: https://github.com/junaid-mahmood/nlsh
- github: https://github.com/junaid-mahmood/nlsh
- producthunt: https://www.producthunt.com/products/nlsh
- votes: 177
- summary: |
    Natural language to shell commands CLI tool. Gemini-based. Type what you
    want in plain English, get the shell command. Open source on GitHub.

### Analyzed: Usagebar (ID: 1066563)
- decision: INCLUDE
- website: https://usagebar.com
- producthunt: https://www.producthunt.com/products/usagebar
- votes: 150
- summary: |
    macOS menu bar app for tracking Claude Code usage limits. Shows 5-hour
    and weekly reset timers, notifications before hitting limits. "Pay What
    You Want" pricing. There are several alternatives (ClaudeBar, Usage4Claude,
    CCTray) but this launched today on PH.

### Analyzed: Preloop (ID: 1065619)
- decision: INCLUDE
- website: https://preloop.ai
- producthunt: https://www.producthunt.com/products/preloop
- votes: 117
- summary: |
    MCP governance layer - adds human approval gates to AI agent tool calls.
    Works as proxy for Claude Desktop, Cursor, Windsurf. Intercepts risky
    actions (deploys, DB writes, payments) for approval via mobile/Slack/Teams.
    No code changes required. Audit trail included.

### Analyzed: DropTidy (ID: 1066805)
- decision: INCLUDE
- website: https://droptidy.com
- producthunt: https://www.producthunt.com/products/droptidy
- votes: 115
- summary: |
    Browser-based photo metadata remover. 100% client-side - photos never
    leave your device. Removes 28+ hidden privacy risks (GPS, device info,
    timestamps). Lossless quality. Privacy-first approach.

### Analyzed: Forge Agent (ID: 1066855)
- decision: INCLUDE
- website: https://www.rightnowai.co/forge
- producthunt: https://www.producthunt.com/products/rightnow-ai
- votes: 115
- summary: |
    Swarm-based PyTorch to CUDA/Triton kernel optimizer. 32 parallel AI agents
    compete to find fastest kernel. Claims 5x faster than torch.compile on
    Llama 3.1 8B, 4x on Qwen 2.5 7B. Full refund if doesn't beat torch.compile.

### Analyzed: World API (ID: 1066612)
- decision: INCLUDE
- website: https://docs.worldlabs.ai
- producthunt: https://www.producthunt.com/products/marble-by-world-labs
- votes: 100
- summary: |
    API for generating explorable 3D worlds from text, images, video. By
    Fei-Fei Li's World Labs (valued at ~$5B). Export as Gaussian splats,
    meshes, or videos. Pay-per-use pricing. Useful for spatial AI applications.

### Analyzed: 1Setter (ID: 1066683)
- decision: INCLUDE
- website: https://1setter.com
- producthunt: https://www.producthunt.com/products/1setter
- votes: 100
- summary: |
    Lightweight macOS menu bar app for one-click system settings toggles.
    Toggle hidden files, Dock behavior, and other settings without opening
    System Settings. Similar to One Switch but appears to be free/indie.

### Analyzed: GenPM (ID: 1066473)
- decision: DISCARD
- reason: Low votes (20), AI video wrapper - user prefers direct tools

### Analyzed: Defang V3 (ID: 1064995)
- decision: DISCARD
- reason: Cloud deployment tool, user already has established workflows

### Analyzed: AgentEcho (ID: 1066738)
- decision: DISCARD
- reason: Niche dev tool, low priority

### Analyzed: PrivacyPal (ID: 1066788)
- decision: DISCARD
- reason: Enterprise-focused AI governance, less relevant for power user

### Analyzed: Edge Light (ID: 1065183)
- decision: DISCARD
- reason: Video call lighting extension, minor utility

### Product Hunt Complete
- candidates_analyzed: 14
- included: 9
- phase: source-0-complete

---

## Source 1: AI-LLMs

### Fetch: r/openai
- [x] Fetched 24 posts at 2026-01-24T03:15:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkutx1 | Advanced malware was built largely by AI | 22 | research.checkpoint.com |
| 1qkyo64 | OpenAI enterprise push, Barret Zoph | 20 | techcrunch.com |
| 1ql05ys | Postgres scales to 800M users | 106 | openai.com (self) |

### Fetch: r/singularity
- [x] Fetched 20 posts at 2026-01-24T03:15:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkrp7p | DeepMind Chief AGI scientist: 50% chance minimal AGI by 2028 | 327 | x.com tweet |
| 1qkqhrr | China allows labs to buy nvidia GPUs | 261 | Yahoo Finance |
| 1qkl7gg | Telomere river therapy extends mouse lifespan 17 months | 138 | biorxiv.org |
| 1ql1kjd | GPT-5.2 Pro FrontierMath Tier 4: 31% (from 19%) | 123 | x.com tweet |
| 1qkw3qa | Blue Origin TeraWave satellite network | 90 | BBC |
| 1ql39n9 | Learning to Discover at Test Time - new scaling method | 19 | arxiv.org |

### Fetch: r/LocalLLaMA
- [x] Fetched 25 posts at 2026-01-24T03:15:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkiylw | OpenAI CFO outcome-based pricing hint | 219 | self |
| 1qkimzg | Nvidia PersonaPlex open-source voice AI | 202 | research.nvidia.com |
| 1qkm9zb | Llama.cpp merges OpenAI Responses API Support | 140 | github.com/ggml-org |
| 1qkghpk | Quiet Threadripper 768GB RAM + 160GB VRAM build | 139 | self |
| 1qkj9zh | GLM4.7-Flash REAP @ 25% + agentic coding evals | 106 | self (Cerebras) |
| 1qkrhec | Infinite Context Trap: 1M tokens won't solve agentic amnesia | 87 | self |
| 1qkxuv1 | Sweep: Open-weights 1.5B next-edit autocomplete model | 71 | huggingface.co |
| 1ql7mav | LuxTTS: 120M param lightweight voice cloning TTS | 31 | self |
| 1ql6cz7 | 100% client-side AI plays Pokemon Red | 74 | self |

### Fetch: r/artificial
- [x] Fetched 8 posts at 2026-01-24T03:15:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkqyqe | AI social network - only AI can post | 90 | aifeed.social |

### Initial Filter (AI-LLMs)
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qkutx1 | openai | Advanced malware built by AI | CANDIDATE | AI security implications |
| 1qkrp7p | singularity | DeepMind AGI prediction | CANDIDATE | Major AI figure prediction |
| 1qkqhrr | singularity | China allows nvidia GPU purchases | CANDIDATE | AI geopolitics news |
| 1qkl7gg | singularity | Telomere therapy mouse lifespan | SKIP | Biotech, not AI focused |
| 1ql1kjd | singularity | GPT-5.2 FrontierMath 31% | CANDIDATE | Major benchmark breakthrough |
| 1qkw3qa | singularity | Blue Origin TeraWave | SKIP | Space news, not AI |
| 1ql39n9 | singularity | Learning to Discover at Test Time | CANDIDATE | AI research paper |
| 1qkiylw | LocalLLaMA | OpenAI outcome pricing | SKIP | Debunked in post itself |
| 1qkimzg | LocalLLaMA | Nvidia PersonaPlex | SKIP | Covered yesterday (01/22) |
| 1qkm9zb | LocalLLaMA | Llama.cpp OpenAI Responses API | CANDIDATE | Important local LLM infrastructure |
| 1qkghpk | LocalLLaMA | Threadripper 768GB build | CANDIDATE | Hardware build, user has AI PC |
| 1qkj9zh | LocalLLaMA | GLM4.7-Flash REAP 25% | CANDIDATE | New model variant + evals |
| 1qkrhec | LocalLLaMA | Infinite Context Trap essay | SKIP | Opinion piece, not news |
| 1qkxuv1 | LocalLLaMA | Sweep next-edit model | CANDIDATE | New open-weights model |
| 1ql7mav | LocalLLaMA | LuxTTS 120M TTS model | CANDIDATE | New TTS model, very lightweight |
| 1ql6cz7 | LocalLLaMA | AI plays Pokemon Red | SKIP | Fun project but not priority |
| 1qkqyqe | artificial | AI-only social network | SKIP | Art project, not practical |

### Analyzed: VoidLink AI-Generated Malware (ID: 1qkutx1)
- decision: INCLUDE
- subreddit: openai
- score: 23
- urls:
    primary: https://research.checkpoint.com/2026/voidlink-early-ai-generated-malware-framework/
    reddit: https://reddit.com/r/OpenAI/comments/1qkutx1
- summary: |
    First documented case of sophisticated malware built almost entirely by AI.
    Single person developed 88,000+ lines of code including eBPF rootkits and
    kernel modules in under one week using "Spec Driven Development" with AI agents
    coordinating simulated teams. Major security implications.
- card_type: featured

### Analyzed: GPT-5.2 Pro FrontierMath Record (ID: 1ql1kjd)
- decision: INCLUDE
- subreddit: singularity
- score: 123
- urls:
    primary: https://x.com/EpochAIResearch/status/2014769359747744200
    reddit: https://reddit.com/r/singularity/comments/1ql1kjd
- summary: |
    GPT-5.2 Pro scored 31% on FrontierMath Tier 4, up from previous 19% record.
    50% accuracy on held-out problems OpenAI couldn't have seen. Epoch confirmed
    no evidence of overfitting. Model even found an error in one benchmark question.
- card_type: link

### Analyzed: Llama.cpp OpenAI Responses API (ID: 1qkm9zb)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 140
- urls:
    primary: https://github.com/ggml-org/llama.cpp/pull/18486
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qkm9zb
- summary: |
    Llama.cpp merged OpenAI Responses API support. Enables compatibility with
    tools like OpenAI Codex CLI. Users report GLM-4.7-Flash working great for
    codebase exploration via this new API.
- card_type: link

### Analyzed: Sweep Next-Edit 1.5B Model (ID: 1qkxuv1)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 73
- urls:
    primary: https://huggingface.co/sweepai/sweep-next-edit-1.5b
    github: https://github.com/sweepai/sweep
    reddit: https://reddit.com/r/LocalLLaMA/comments/1qkxuv1
- summary: |
    Open-weights 1.5B model for next-edit code autocomplete. Uses recent edits
    as context (not just surrounding code). Outperforms 4x larger models. Found
    that simple diff formats beat unified diffs for smaller models. JetBrains plugin available.
- card_type: link

### Analyzed: LuxTTS 120M Param Voice Cloning (ID: 1ql7mav)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 32
- urls:
    primary: https://github.com/ysharma3501/LuxTTS
    huggingface: https://huggingface.co/YatharthS/LuxTTS
    reddit: https://reddit.com/r/LocalLLaMA/comments/1ql7mav
- summary: |
    Tiny 120M param diffusion TTS with voice cloning. Generates 150s audio in 1s
    on GPU, fits in 1GB VRAM, faster than realtime on CPU. Quality on par with
    10x larger models. MIT license.
- card_type: link

### Analyzed: DeepMind AGI Prediction (ID: 1qkrp7p)
- decision: DISCARD
- reason: Vague "50% minimal AGI by 2028" - not concrete news, just prediction

### Analyzed: China Nvidia GPU Policy (ID: 1qkqhrr)
- decision: DISCARD
- reason: Policy news, not directly actionable for user

### Analyzed: GLM4.7-Flash REAP (ID: 1qkj9zh)
- decision: DISCARD
- reason: GLM4.7 already covered in previous days, REAP is incremental

### Analyzed: Threadripper Build (ID: 1qkghpk)
- decision: DISCARD
- reason: Hardware showcase, not new product or tool

### AI-LLMs Complete
- subreddits_fetched: 4
- candidates_analyzed: 10
- included: 5
- phase: source-1-complete

---

## Source 2: GenAI-Media

### Fetch: r/StableDiffusion
- [x] Fetched 25 posts at 2026-01-24T04:00:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkrke6 | LTX-2 reached 2M Hugging Face downloads | 484 | x.com (LTX-2 tweet) |
| 1qknblq | Flux Klein style transfer test (with inpainting) | 209 | civitai workflow |
| 1qkwoct | New TTS from Alibaba Qwen | 185 | huggingface.co/Qwen |
| 1ql1fc8 | 12GB GGUF LTX-2 Workflows for T2V/I2V/V2V | 156 | civitai.com |
| 1qkkv6q | Flux.2 Klein Inpaint Segment Edit | 119 | civitai/dropbox |
| 1qkjxsv | Tensorstack Diffuse v0.4.0 beta | 104 | (self) |
| 1ql0vwj | ModelSamplingAuraFlow fix for Klein face issues | 82 | (self) |
| 1ql0bol | SkyWork Unipic3 image model with editing | 80 | huggingface.co |
| 1qkxla2 | 4-bit qwen-image-edit-2511 quant | 42 | huggingface.co |
| 1qkzyjk | ComfyUI Node Organizer | 25 | github.com |

### Fetch: r/midjourney
- [x] Fetched 23 posts at 2026-01-24T04:00:00Z

Key posts: Mostly art showcases, no significant tools/news

### Fetch: r/comfyui
- [x] Fetched 25 posts at 2026-01-24T04:00:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkog35 | Colour shift is not caused by the VAE | 114 | (self, myth debunking) |
| 1qkowfo | CreativeCode - GLSL/p5.js real-time coding | 101 | github.com |
| 1qkzn9g | ComfyUI Node Organizer | 37 | github.com |
| 1qkqamk | LTX2 Distilled with negative lora strength | 38 | (self) |
| 1qkrhs0 | ComfyUI orchestrator for multi-backend | 22 | (self) |

### Initial Filter (GenAI-Media)
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qkrke6 | StableDiffusion | LTX-2 2M downloads | SKIP | Milestone post, already covered LTX-2 extensively |
| 1qknblq | StableDiffusion | Flux Klein style transfer | SKIP | Workflow, covered Klein workflows in prev days |
| 1qkwoct | StableDiffusion | Qwen3-TTS | SKIP | Already in Product Hunt + covered 01/22 |
| 1ql1fc8 | StableDiffusion | 12GB GGUF LTX-2 workflows | CANDIDATE | Low-VRAM workflows, practical for user's setups |
| 1qkkv6q | StableDiffusion | Flux Klein Segment Edit | SKIP | Covered Klein segment workflows recently |
| 1qkjxsv | StableDiffusion | Tensorstack Diffuse v0.4.0 | CANDIDATE | AMD support, Z-Image Turbo on RX 7600 |
| 1ql0vwj | StableDiffusion | ModelSamplingAuraFlow Klein fix | SKIP | Tips/tricks, not major release |
| 1ql0bol | StableDiffusion | SkyWork Unipic3 | CANDIDATE | NEW image model with editing, distilled versions |
| 1qkxla2 | StableDiffusion | 4-bit qwen-image-edit-2511 | CANDIDATE | 3x less VRAM, 2.5x faster, via Nunchaku |
| 1qkzyjk | StableDiffusion | ComfyUI Node Organizer | CANDIDATE | Workflow organization tool |
| 1qkog35 | comfyui | Colour shift VAE myth | SKIP | Technical discussion, not tool/release |
| 1qkowfo | comfyui | CreativeCode GLSL/p5.js | CANDIDATE | Real-time GLSL coding in ComfyUI, unique tool |
| 1qkrhs0 | comfyui | ComfyUI orchestrator | CANDIDATE | Multi-backend coordination, power user tool |

### Analyzed: SkyWork Unipic3 (ID: 1ql0bol)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 80
- urls:
    primary: https://huggingface.co/Skywork/Unipic3
    paper: https://arxiv.org/pdf/2601.15664
    reddit: https://reddit.com/r/StableDiffusion/comments/1ql0bol
- summary: |
    New image model from SkyWork with editing capabilities. Base + distilled
    versions (Consistency Model and DMD). Impressive examples in paper show
    strong image editing performance. Apache 2.0 license.
- card_type: link

### Analyzed: CreativeCode ComfyUI Node (ID: 1qkowfo)
- decision: INCLUDE
- subreddit: comfyui
- score: 101
- urls:
    primary: https://github.com/SKBv0/ComfyUI_CreativeCode
    reddit: https://reddit.com/r/comfyui/comments/1qkowfo
- summary: |
    Real-time GLSL and p5.js coding node for ComfyUI. Monaco editor with
    syntax highlighting, autocomplete, and Ollama integration. Enables
    procedural/creative coding workflows directly in ComfyUI.
- card_type: link

### Analyzed: 4-bit Qwen-Image-Edit-2511 (ID: 1qkxla2)
- decision: INCLUDE
- subreddit: StableDiffusion
- score: 42
- urls:
    primary: https://huggingface.co/QuantFunc/Nunchaku-Qwen-Image-EDIT-2511
    reddit: https://reddit.com/r/StableDiffusion/comments/1qkxla2
- summary: |
    4-bit quantized Qwen-Image-Edit using Nunchaku. 3x less VRAM, 2.5x faster,
    same quality as official. Includes ComfyUI workflow. Makes powerful edit
    model accessible on lower VRAM cards.
- card_type: compact

### Analyzed: ComfyUI Node Organizer (ID: 1qkzyjk)
- decision: INCLUDE
- subreddit: StableDiffusion/comfyui
- score: 25/37
- urls:
    primary: https://github.com/PBandDev/comfyui-node-organizer
    reddit: https://reddit.com/r/StableDiffusion/comments/1qkzyjk
- summary: |
    Auto-organize ComfyUI workflows and node groups. Install via Manager,
    right-click to organize. Supports layout tokens for group arrangement.
- card_type: compact

### Analyzed: Tensorstack Diffuse v0.4.0 (ID: 1qkjxsv)
- decision: DISCARD
- reason: Limited info, primarily about AMD support which user doesn't need (has RTX Pro 6000s)

### Analyzed: 12GB GGUF LTX-2 Workflows (ID: 1ql1fc8)
- decision: DISCARD
- reason: User has 160GB+ VRAM, low-VRAM workflows not priority

### Analyzed: ComfyUI Orchestrator (ID: 1qkrhs0)
- decision: DISCARD
- reason: Multi-backend tool, user already has powerful single-machine setup

### GenAI-Media Complete
- subreddits_fetched: 3
- candidates_analyzed: 8
- included: 4
- phase: source-2-complete

---

## Source 3: Apps-Software

### Fetch: r/macapps
- [x] Fetched 18 posts at 2026-01-24T04:20:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkzyj3 | Windows to Mac switch frustration | 423 | (gif, subscription rant) |
| 1qkqe8n | Cool Retro Term Apple Silicon beta | 31 | github.com |
| 1qknf2z | Deskmark v1.3 watermarks | 14 | (self) |
| 1qkv5q2 | Airwave system-wide spatial audio | 9 | github.com |
| 1qks7ve | Sonexis real-time audio effects | 6 | (self) |
| 1qksa7n | Hermes Voice voice-to-text | 7 | hermesvoice.com |
| 1qkpyk5 | FlowClip Maccy fork with Queue | 4 | (self) |
| 1qki0f5 | ViewMD Markdown viewer | 4 | App Store |

### Fetch: r/selfhosted
- [x] Fetched 25 posts at 2026-01-24T04:20:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qkhzzs | Storyteller audiobook/ebook sync | 425 | storyteller-platform.gitlab.io |
| 1qknc0i | Yubal v0.2 YouTube Music downloader | 264 | github.com |
| 1ql1b2v | Pangolin 1.15 iOS/Android apps | 230 | (self) |
| 1qkk8ld | Favorite invisible selfhosted services | 196 | (discussion) |
| 1qkpuz3 | Urocissa 2.0 photo gallery 1M+ photos | 182 | (self) |
| 1ql1429 | Local voice assistant demo (Home Assistant) | 95 | streamable.com |
| 1qkq91u | Apprise 100M+ downloads documentation site | 62 | AppriseIt.com |
| 1qkqm0u | CLU v4.3 comics pull list | 51 | (self) |
| 1ql5gw2 | TrailBase 0.23 Firebase alternative | 24 | github.com |
| 1qkqhvg | Colota GPS tracker to your server | 22 | github.com |
| 1ql2o88 | Nixflix NixOS Jellyfin+ARR | 20 | github.com |
| 1ql7q71 | Ignidash ProjectionLab alternative | 20 | github.com |

### Fetch: r/opensource
- [x] Fetched 19 posts at 2026-01-24T04:20:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1ql7lz3 | Bitsocial P2P social media rebrand | 71 | github.com |
| 1ql4vvk | Sumurai personal finance app | 21 | github.com |
| 1qkv8rj | ReactOS 30 years old | 16 | neowin.net |
| 1qkq1f0 | Bimo bipedal robot kit | 6 | mekion.com |

### Fetch: r/SideProject
- [x] Fetched 25 posts at 2026-01-24T04:20:00Z

Key posts:
| ID | Title | Score | External_URL |
|----|-------|-------|--------------|
| 1qklxft | Social media scheduling tool | 101 | (self) |
| 1ql0pgj | Elon tweet to asset bot | 76 | (self, crypto) |
| 1qkwtmj | Last finger loses game app | 73 | (self) |
| 1qkhtdu | SkyLocation offline flight GPS | 57 | (self) |
| 1qknnap | Graphisual graph algo visualizer | 11 | (self) |
| 1qksbon | Gemini UI extension | 6 | (self) |
| 1qkod7z | SurgeDB embedded vector database | 5 | (self) |

### Initial Filter (Apps-Software)
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1qkzyj3 | macapps | Windows to Mac rant | SKIP | Discussion post, not app |
| 1qkqe8n | macapps | Cool Retro Term Apple Silicon | CANDIDATE | macOS native terminal app update |
| 1qknf2z | macapps | Deskmark v1.3 | SKIP | Niche watermark tool |
| 1qkv5q2 | macapps | Airwave spatial audio | CANDIDATE | System-wide audio, HeSuVi HRIRs, open source |
| 1qks7ve | macapps | Sonexis audio effects | CANDIDATE | Visual audio chain builder |
| 1qksa7n | macapps | Hermes Voice | CANDIDATE | Voice-to-text with automations |
| 1qkpyk5 | macapps | FlowClip Maccy fork | CANDIDATE | Clipboard manager with queue |
| 1qki0f5 | macapps | ViewMD | SKIP | User already has Obsidian for markdown |
| 1qkhzzs | selfhosted | Storyteller | CANDIDATE | Whispersync alternative, epub3 sync |
| 1qknc0i | selfhosted | Yubal v0.2 | CANDIDATE | YouTube Music downloader + playlists |
| 1ql1b2v | selfhosted | Pangolin 1.15 | CANDIDATE | VPN/proxy with iOS/Android apps now |
| 1qkpuz3 | selfhosted | Urocissa 2.0 | CANDIDATE | Photo gallery, 1M+ photos on limited hardware |
| 1ql1429 | selfhosted | Local voice assistant | SKIP | Demo/tutorial, not new release |
| 1qkq91u | selfhosted | Apprise docs | SKIP | Documentation launch, not new tool |
| 1qkqm0u | selfhosted | CLU v4.3 | CANDIDATE | Comics manager with auto-downloads |
| 1ql5gw2 | selfhosted | TrailBase 0.23 | CANDIDATE | Firebase alternative, sub-ms, single binary |
| 1qkqhvg | selfhosted | Colota GPS tracker | CANDIDATE | Self-hosted GPS, offline-first |
| 1ql2o88 | selfhosted | Nixflix | SKIP | Already covered 01/19 |
| 1ql7q71 | selfhosted | Ignidash | CANDIDATE | ProjectionLab alternative, personal finance |
| 1ql7lz3 | opensource | Bitsocial | SKIP | P2P social media, not user's interest |
| 1ql4vvk | opensource | Sumurai | SKIP | Personal finance, similar to Ignidash |
| 1qkhtdu | SideProject | SkyLocation | CANDIDATE | Offline flight GPS, iOS |
| 1qknnap | SideProject | Graphisual | SKIP | Educational tool, not power user |
| 1qksbon | SideProject | Gemini UI extension | SKIP | User has Claude Max, not Gemini focus |
| 1qkod7z | SideProject | SurgeDB | CANDIDATE | Embedded vector DB, SQLite-like |

### Analyzed: Cool Retro Term 2.0 Beta (ID: 1qkqe8n)
- decision: INCLUDE
- subreddit: macapps
- score: 31
- urls:
    primary: https://github.com/Swordfish90/cool-retro-term/releases/tag/2.0.0-beta1
    reddit: https://reddit.com/r/macapps/comments/1qkqe8n
- summary: |
    Classic CRT-style terminal emulator now native on Apple Silicon. Qt6 migration,
    multiple tabs/windows, customizable frame with size/color/shininess. New fonts
    and profiles. Open source.
- card_type: link

### Analyzed: Airwave Spatial Audio (ID: 1qkv5q2)
- decision: INCLUDE
- subreddit: macapps
- score: 9
- urls:
    primary: https://github.com/sallliisa/Airwave
    reddit: https://reddit.com/r/macapps/comments/1qkv5q2
- summary: |
    System-wide spatial audio for macOS. Compatible with HeSuVi HRIRs. Near-zero
    performance impact. Fills gap left by lack of good macOS spatial audio solutions.
    Free and open source.
- card_type: compact

### Analyzed: Storyteller (ID: 1qkhzzs)
- decision: INCLUDE
- subreddit: selfhosted
- score: 425
- urls:
    primary: https://storyteller-platform.gitlab.io/storyteller/
    reddit: https://reddit.com/r/selfhosted/comments/1qkhzzs
- summary: |
    Self-hosted Whispersync alternative. Syncs DRM-free audiobooks with ebooks,
    highlights sentences as you listen. Switch between reading and listening
    seamlessly. Creates epub3 files. Open source.
- card_type: link

### Analyzed: Yubal v0.2 (ID: 1qknc0i)
- decision: INCLUDE
- subreddit: selfhosted
- score: 264
- urls:
    primary: https://github.com/guillevc/yubal
    reddit: https://reddit.com/r/selfhosted/comments/1qknc0i
- summary: |
    YouTube Music downloader with automatic tagging. Now supports playlists with
    M3U generation. Tracks go to proper album folders, no duplicates. Perfect for
    building local music library.
- card_type: link

### Analyzed: Pangolin 1.15 (ID: 1ql1b2v)
- decision: INCLUDE
- subreddit: selfhosted
- score: 230
- urls:
    primary: https://github.com/fosrl/pangolin
    reddit: https://reddit.com/r/selfhosted/comments/1ql1b2v
- summary: |
    Identity-aware VPN/proxy for remote access (Cloudflare Tunnel alternative).
    Now has iOS and Android apps. Device fingerprinting, posture tracking added.
    One year since first beta.
- card_type: link

### Analyzed: Urocissa 2.0 (ID: 1qkpuz3)
- decision: INCLUDE
- subreddit: selfhosted
- score: 182
- urls:
    primary: https://github.com/JasonYu-Oreo/Urocissa
    reddit: https://reddit.com/r/selfhosted/comments/1qkpuz3
- summary: |
    Self-hosted photo gallery handling 1M+ photos on limited hardware. Instant
    "Select All", single-click downloads, quick timeline jumps. Lighter than Immich.
- card_type: compact

### Analyzed: TrailBase 0.23 (ID: 1ql5gw2)
- decision: INCLUDE
- subreddit: selfhosted
- score: 24
- urls:
    primary: https://github.com/trailbaseio/trailbase
    reddit: https://reddit.com/r/selfhosted/comments/1ql5gw2
- summary: |
    Sub-millisecond Firebase alternative. Single Rust binary with SQLite backend.
    Type-safe REST APIs, realtime subscriptions, auth, admin UI. Client libs for
    JS/TS, Dart, Go, Rust, Python, Swift.
- card_type: compact

### Analyzed: SkyLocation (ID: 1qkhtdu)
- decision: INCLUDE
- subreddit: SideProject
- score: 57
- urls:
    primary: https://apps.apple.com/app/skylocation/id6738397232
    reddit: https://reddit.com/r/SideProject/comments/1qkhtdu
- summary: |
    Offline GPS for flights. Know what city/country you're flying over without
    WiFi. Uses iPhone's GPS chip with offline maps. Airplane mode friendly.
- card_type: compact

### Analyzed: SurgeDB (ID: 1qkod7z)
- decision: INCLUDE
- subreddit: SideProject
- score: 5
- urls:
    primary: https://github.com/SurgeDB/surgedb
    reddit: https://reddit.com/r/SideProject/comments/1qkod7z
- summary: |
    Embedded vector database - "SQLite of Vector Search". Runs on edge/desktop
    without Docker. 0.64ms search latency, 768-dim, 5k vectors on M2 Mac.
    Written in Go.
- card_type: compact

### Analyzed: Colota GPS Tracker (ID: 1qkqhvg)
- decision: DISCARD
- reason: GPS tracking app, user doesn't have fleet/vehicle tracking needs

### Analyzed: CLU v4.3 (ID: 1qkqm0u)
- decision: DISCARD
- reason: Comics manager, user doesn't have comics interest in INTERESTS.md

### Analyzed: Ignidash (ID: 1ql7q71)
- decision: DISCARD
- reason: Personal finance projections, niche tool

### Analyzed: Hermes Voice (ID: 1qksa7n)
- decision: DISCARD
- reason: Low upvote ratio (0.59), mixed reception, user has established voice workflows

### Analyzed: Sonexis (ID: 1qks7ve)
- decision: DISCARD
- reason: Audio effects chain, user has professional audio hardware already

### Analyzed: FlowClip (ID: 1qkpyk5)
- decision: DISCARD
- reason: User already has clipboard manager (Raycast)

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 15
- included: 10
- phase: source-3-complete

---

## Final Selection

Total items: 28

### Product Hunt (9 items)

1. **Tonkotsu** — AI coding agent manager
   - website: https://www.tonkotsu.ai
   - votes: 320
   - card_type: ph

2. **PayPing** — Subscription tracker
   - website: https://payping.space
   - votes: 212
   - card_type: ph

3. **nlsh** — Natural language shell
   - website: https://github.com/junaid-mahmood/nlsh
   - votes: 177
   - card_type: ph

4. **Usagebar** — Claude Code usage tracker
   - website: https://usagebar.com
   - votes: 150
   - card_type: ph

5. **Preloop** — MCP governance layer
   - website: https://preloop.ai
   - votes: 117
   - card_type: ph

6. **DropTidy** — Photo metadata remover
   - website: https://droptidy.com
   - votes: 115
   - card_type: ph

7. **Forge Agent** — GPU kernel optimizer
   - website: https://www.rightnowai.co/forge
   - votes: 115
   - card_type: ph

8. **World API** — 3D world generation
   - website: https://docs.worldlabs.ai
   - votes: 100
   - card_type: ph

9. **1Setter** — macOS settings toggle
   - website: https://1setter.com
   - votes: 100
   - card_type: ph

### AI-LLMs (5 items)

1. **VoidLink AI Malware** (FEATURED)
   - primary: https://research.checkpoint.com/2026/voidlink-early-ai-generated-malware-framework/
   - subreddit: openai
   - card_type: featured

2. **GPT-5.2 Pro FrontierMath 31%**
   - primary: https://x.com/EpochAIResearch/status/2014769359747744200
   - subreddit: singularity
   - card_type: link

3. **Llama.cpp OpenAI Responses API**
   - primary: https://github.com/ggml-org/llama.cpp/pull/18486
   - subreddit: LocalLLaMA
   - card_type: link

4. **Sweep Next-Edit 1.5B Model**
   - primary: https://huggingface.co/sweepai/sweep-next-edit-1.5b
   - subreddit: LocalLLaMA
   - card_type: link

5. **LuxTTS 120M TTS**
   - primary: https://github.com/ysharma3501/LuxTTS
   - subreddit: LocalLLaMA
   - card_type: compact

### GenAI-Media (4 items)

1. **SkyWork Unipic3**
   - primary: https://huggingface.co/Skywork/Unipic3
   - subreddit: StableDiffusion
   - card_type: link

2. **CreativeCode ComfyUI**
   - primary: https://github.com/SKBv0/ComfyUI_CreativeCode
   - subreddit: comfyui
   - card_type: link

3. **4-bit Qwen-Image-Edit-2511**
   - primary: https://huggingface.co/QuantFunc/Nunchaku-Qwen-Image-EDIT-2511
   - subreddit: StableDiffusion
   - card_type: compact

4. **ComfyUI Node Organizer**
   - primary: https://github.com/PBandDev/comfyui-node-organizer
   - subreddit: StableDiffusion/comfyui
   - card_type: compact

### Apps-Software (10 items)

1. **Cool Retro Term 2.0 Beta**
   - primary: https://github.com/Swordfish90/cool-retro-term/releases/tag/2.0.0-beta1
   - subreddit: macapps
   - card_type: link

2. **Airwave Spatial Audio**
   - primary: https://github.com/sallliisa/Airwave
   - subreddit: macapps
   - card_type: compact

3. **Storyteller**
   - primary: https://storyteller-platform.gitlab.io/storyteller/
   - subreddit: selfhosted
   - card_type: link

4. **Yubal v0.2**
   - primary: https://github.com/guillevc/yubal
   - subreddit: selfhosted
   - card_type: link

5. **Pangolin 1.15**
   - primary: https://github.com/fosrl/pangolin
   - subreddit: selfhosted
   - card_type: link

6. **Urocissa 2.0**
   - primary: https://github.com/JasonYu-Oreo/Urocissa
   - subreddit: selfhosted
   - card_type: compact

7. **TrailBase 0.23**
   - primary: https://github.com/trailbaseio/trailbase
   - subreddit: selfhosted
   - card_type: compact

8. **SkyLocation**
   - primary: https://apps.apple.com/app/skylocation/id6738397232
   - subreddit: SideProject
   - card_type: compact

9. **SurgeDB**
   - primary: https://github.com/SurgeDB/surgedb
   - subreddit: SideProject
   - card_type: compact

phase: complete
html_generated: 2026-01-24T04:30:00Z
items_count: 27
links_validated: true
permissions_set: true

Note: droptidy.com returned 429 (rate limited, site exists).
OpenAI and ProductHunt returned 403 (bot protection, URLs verified via WebSearch).
1Setter removed due to unverifiable URL.

---
