# Digest: 2026-03-10

## Status
phase: source-0-fetching
updated: 2026-03-10T03:02:00Z

## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-03-11 03:01:46 UTC

### Raw Data
| Rank | ID | Name | Tagline | Votes | Website |
|------|-----|------|---------|-------|---------|
| 1 | 1090558 | Visual Translate by Vozo | Translate text in videos | 505 | vozo.ai |
| 2 | 1089427 | Chronicle 2.0 | AI presentations without AI slop | 468 | chronicle.so |
| 3 | 1093784 | Claude Code Review | Multi-agent code review for PRs | 406 | claude.com |
| 4 | 1089714 | Your Next Store | AI-first commerce platform | 365 | yournextstore.com |
| 5 | 1094032 | Fish Audio S2 | Real expressive AI voices (open source) | 289 | fish.audio |
| 6 | 1091136 | sitefire.ai | Marketing suite for agentic web | 198 | sitefire.ai |
| 7 | 1093554 | New Macaly Agent | App builder agent | 179 | macaly.com |
| 8 | 1093658 | Spine Swarm | Multi-agent task completion | 173 | spine.ai |
| 9 | 1090982 | Agent Skills | Directory of AI agent skills | 163 | agentskill.sh |
| 10 | 1093018 | Sonarly | AI that fixes prod autonomously | 139 | sonarly.com |
| 11 | 1093530 | Microsoft Copilot Cowork | Claude Cowork in M365 | 128 | microsoft.com |
| 12 | 1088466 | humans fix ai | Devs help vibecoders | 122 | humansfix.ai |
| 13 | 1094099 | GapHunt | Product gaps from bad reviews | 117 | gaphunt.live |
| 14 | 1093820 | Refero MCP | Design taste MCP for AI agents | 117 | refero.design |
| 15 | 1091686 | CodeGuide | Generate PRDs/specs for AI | 113 | codeguide.dev |
| 16 | 1092478 | MacQuit | Quit all Mac apps in one click | 112 | macquit.app |
| 17 | 1093294 | Book Reading Habit | Daily reading habit tracker | 105 | ios app |
| 18 | 1093293 | Contentdrips Design Agent | AI social media graphics | 92 | contentdrips.com |
| 19 | 1093046 | Brutal Reader | Strips webpage to article | 91 | chrome extension |
| 20 | 1092873 | Shipper 2.0 | Build apps by talking to AI | 90 | shipper.now |

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1090558 | Visual Translate by Vozo | SKIP | Video translation tool, niche use case |
| 1089427 | Chronicle 2.0 | SKIP | AI presentation tool, not power user focused |
| 1093784 | Claude Code Review | CANDIDATE | AI tool, Claude Code ecosystem, very relevant |
| 1089714 | Your Next Store | SKIP | E-commerce platform, not matching interests |
| 1094032 | Fish Audio S2 | CANDIDATE | Open-source expressive TTS, AI tool |
| 1091136 | sitefire.ai | SKIP | Marketing/SEO tool |
| 1093554 | New Macaly Agent | SKIP | Wrapper product like Lovable |
| 1093658 | Spine Swarm | SKIP | Agent orchestration, wrapper-ish |
| 1090982 | Agent Skills | CANDIDATE | Directory of AI agent skills for Claude Code/Cursor, very relevant |
| 1093018 | Sonarly | CANDIDATE | AI auto-fix production bugs, powered by Claude Code/Opus 4.6 |
| 1093530 | Microsoft Copilot Cowork | SKIP | Already covered in 3/9 digest |
| 1088466 | humans fix ai | SKIP | Marketplace for fixing vibe-coded apps |
| 1094099 | GapHunt | SKIP | Product gap finder, not matching interests |
| 1093820 | Refero MCP | CANDIDATE | MCP for design references, relevant to AI/MCP interests |
| 1091686 | CodeGuide | SKIP | PRD generator for AI coding tools, wrapper-adjacent |
| 1092478 | MacQuit | CANDIDATE | macOS menu bar utility, $4.99 one-time, perfect match |
| 1093294 | Book Reading Habit | SKIP | Reading tracker, not matching interests |
| 1093293 | Contentdrips Design Agent | SKIP | Social media design tool |
| 1093046 | Brutal Reader | CANDIDATE | Chrome extension, open-source reader mode |
| 1092873 | Shipper 2.0 | SKIP | App builder wrapper |

### Analyzed: Claude Code Review (ID: 1093784)
- decision: INCLUDE
- website: https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/code-review
- producthunt: https://producthunt.com/posts/claude-code-review
- votes: 406
- summary: |
    Anthropic's multi-agent code review system for GitHub PRs. Uses Claude Code
    to spawn review agents that analyze PRs with full repo context. Part of the
    Claude Code ecosystem. Very relevant to AI-assisted development workflows.
- card_type: ph

### Analyzed: Fish Audio S2 (ID: 1094032)
- decision: INCLUDE
- website: https://fish.audio
- github: https://github.com/fishaudio/fish-speech
- producthunt: https://producthunt.com/posts/fish-audio-s2
- votes: 289
- summary: |
    State-of-the-art open-source TTS with 4B-parameter Dual-Autoregressive architecture.
    Trained on 10M+ hours of audio across 50 languages. Supports voice cloning from
    10-30s samples, fine-grained control via natural language instructions like
    [whisper in small voice]. 100ms time-to-first-audio on H200. Research license.
- card_type: ph

### Analyzed: Agent Skills (ID: 1090982)
- decision: INCLUDE
- website: https://agentskill.sh
- producthunt: https://producthunt.com/posts/agent-skills
- votes: 163
- summary: |
    Directory of 110K+ extensible skills for AI agents and coding assistants.
    Works with Claude Code, Cursor, Copilot, Windsurf, Zed, and 20+ tools.
    Install via /learn @owner/skill-name. Includes security audits and trust scores.
    Free to browse and install.
- card_type: ph

### Analyzed: Sonarly (ID: 1093018)
- decision: INCLUDE
- website: https://sonarly.com
- producthunt: https://producthunt.com/posts/sonarly
- votes: 139
- summary: |
    AI that triages production alerts and autonomously fixes bugs and incidents
    with full context of your production system. Free tier available. Developer-focused
    tool for production monitoring and incident resolution.
- card_type: ph

### Analyzed: Refero MCP (ID: 1093820)
- decision: INCLUDE
- website: https://refero.design
- docs: https://doc.refero.design/mcp/getting-started
- producthunt: https://producthunt.com/posts/refero-mcp
- votes: 117
- summary: |
    MCP server that gives AI coding agents access to a curated library of real product
    interfaces and UX patterns. Helps agents "study before they build" so output looks
    designed, not generated. Works with Claude Code, Cursor, Windsurf. Requires Refero
    Pro subscription. 8,000 monthly tool calls included.
- card_type: ph

### Analyzed: MacQuit (ID: 1092478)
- decision: INCLUDE
- website: https://macquit.app
- producthunt: https://producthunt.com/posts/macquit
- votes: 112
- summary: |
    macOS menu bar utility to quit all running apps in one click. $4.99 one-time
    purchase. Simple, focused macOS utility — perfect power user tool.
- card_type: ph

### Analyzed: Brutal Reader (ID: 1093046)
- decision: INCLUDE
- website: https://chromewebstore.google.com/detail/brutal-reader
- producthunt: https://producthunt.com/posts/brutal-reader
- votes: 91
- summary: |
    Chrome extension that strips webpages down to just the article text. Open source
    reader mode alternative. Minimalist approach to reading on the web.
- card_type: ph

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

---

## Previous Digests (Last 7 Days)

### 2026-03-09
- https://bfl.ai/research/self-flow
- https://bzgapps.com/unite
- https://developer.nvidia.com/nemo-agent-toolkit
- https://figure.ai/news/helix-02-living-room-tidy
- https://floto.ai
- https://flowripple.com
- https://futurism.com/health-medicine/doom-human-brain-cells
- https://huggingface.co/papers/2603.04291
- https://littlehj.github.io/
- https://openai.com/index/openai-to-acquire-promptfoo/
- https://scrapr.io
- https://tablepro.app
- https://techcrunch.com/2026/03/09/anthropic-sues-defense-department-over-supply-chain-risk-designation/
- https://techcrunch.com/2026/03/09/openai-and-google-employees-rush-to-anthropics-defense-in-dod-lawsuit/
- https://whyfi.network
- https://www.distillabs.ai/blog/we-benchmarked-12-small-language-models-across-8-tasks-to-find-the-best-base-model-for-fine-tuning
- https://www.microsoft.com/en-us/microsoft-365/blog/2026/03/09/copilot-cowork-a-new-way-of-getting-work-done/
- https://www.truenas.com/blog/truenas-plans-for-2026/
- https://x.com/AILeaksAndNews/status/2031004721826201711

### 2026-03-08
- https://claude.com/platform/marketplace
- https://github.com/karpathy/autoresearch
- https://github.com/ralph/Spotifly
- https://github.com/showlab/Kiwi-Edit
- https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry
- https://macoswm.com/
- https://papervault.xyz/
- https://responsiblestatecraft.org/ai-war-iran/
- https://theinnermostloop.substack.com/p/the-first-multi-behavior-brain-upload
- https://unenhanced.app/
- https://velxio.dev/
- https://wccftech.com/intel-confirms-arc-pro-b70-workstation-gpu-via-llm-scaler-vllm-ai-release-notes/
- https://www.getmuffle.com/
- https://www.natic.app/pulldog
- https://www.songsweeper.com/

### 2026-03-07
- https://artificialanalysis.ai/models/gpt-5-4
- https://github.com/Lightricks/LTX-Desktop
- https://github.com/Oxen-Studio/Resonance
- https://github.com/RhysSullivan/fastergh
- https://github.com/safebucket/safebucket
- https://huggingface.co/dx8152/Flux2-Klein-9B-Consistency
- https://huggingface.co/Qwen/Qwen3-Coder-Next
- https://lowtechguys.com/crank/
- https://notchpad.app/
- https://techcrunch.com/2026/03/07/openai-robotics-lead-caitlin-kalinowski-quits-in-response-to-pentagon-deal/
- https://www.anthropic.com/engineering/eval-awareness-browsecomp
- https://www.axios.com/2026/03/07/ai-agents-rome-model-cryptocurrency
- https://www.elgato.com/ww/en/s/wave-link-app
- https://www.thinkingline.com/

### 2026-03-06
- https://compresr.ai
- https://github.com/borgbase/vykar
- https://github.com/imbue-ai/vet
- https://github.com/kikootwo/ReadMeABook
- https://github.com/open-webui/open-terminal
- https://github.com/Sportarr/Sportarr
- https://homebranch.app/
- https://storageradar.chama.pro/
- https://techcrunch.com/2026/03/06/microsoft-anthropic-claude-remains-available-to-customers-except-the-defense-department/
- https://www.anthropic.com/news/mozilla-firefox-security
- https://www.anthropic.com/research/labor-market-impacts
- https://www.gemlet.app/
- https://www.nature.com/articles/d41586-026-00681-y
- https://www.sarvam.ai/blogs/sarvam-30b-105b
- https://www.strimix.online/

### 2026-03-05
- https://aident.ai
- https://blog.google/innovation-and-ai/products/notebooklm/generate-your-own-cinematic-video-overviews-in-notebooklm/
- https://getconsul.app/
- https://github.com/Lightricks/LTX-2
- https://github.com/louislam/uptime-kuma/releases/tag/2.2.0
- https://github.com/Relaticle/relaticle
- https://golf.dev
- https://huggingface.co/allenai/Olmo-Hybrid-7B
- https://itsyconnect.com
- https://once-ui.com/supa-social
- https://openai.com/index/introducing-gpt-5-4/
- https://techcrunch.com/2026/03/05/its-official-the-pentagon-has-labeled-anthropic-a-supply-chain-risk/
- https://vois.so
- https://www.apple.com/macbook-neo/
- https://www.scmp.com/tech/big-tech/article/3339765/alibaba-reaffirms-open-source-ai-commitment-tech-giant-hails-qwen-achievements
- https://www.techloy.com/openai-hits-25-billion-in-annualized-revenue-while-anthropic-surges-to-19-billion/
- https://www.together.ai/blog/flashattention-4

### 2026-03-04
- https://cs.stanford.edu/~knuth/papers/claude-cycles.pdf
- https://cuda-agent.github.io/
- https://currentkey.com/
- https://day1tabs.com
- https://futurism.com/artificial-intelligence/sam-altman-damage-control-mass-cancellation
- https://glazeapp.com/
- https://gizmodo.com/altman-reportedly-tells-staff-openai-wants-another-classified-contract-this-time-with-nato-2000729253
- https://huggingface.co/lodestones/Zeta-Chroma
- https://locallyai.app
- https://notte.cc
- https://screentranslate.filient.ai
- https://techcrunch.com/2026/03/04/anthropic-ceo-dario-amodei-calls-openais-messaging-around-military-deal-straight-up-lies-report-says/
- https://the-decoder.com/gpt-5-4-reportedly-brings-a-million-token-context-window-and-an-extreme-reasoning-mode/
- https://www.cdfinder.de/
- https://www.microsoft.com/en-us/research/blog/phi-4-reasoning-vision-and-the-lessons-of-training-a-multimodal-reasoning-model/
- https://www.usekodo.ai

### 2026-03-03
- https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-flash-lite/
- https://cnevpost.com/2026/03/02/xiaomi-deploys-humanoid-robots-ev-factory/
- https://continue.dev/
- https://dawarich.app/
- https://getviktor.com/
- https://github.com/Ashish-Patnaik/kokoclone
- https://github.com/brodmo-dev/GroupCtrl
- https://krisp.ai/
- https://macsuperapp.com/
- https://openai.com/index/gpt-5-3-instant/
- https://secretsauce3d.com/
- https://sequirly.com/
- https://skyvern.com/
- https://slidr.xyz/
- https://techcrunch.com/2026/03/03/alibabas-qwen-tech-lead-steps-down-after-major-ai-push/
- https://www.apple.com/newsroom/2026/03/apple-introduces-macbook-pro-with-all-new-m5-pro-and-m5-max/
- https://www.bloomberg.com/news/articles/2026-03-03/anthropic-nears-20-billion-revenue-run-rate-amid-pentagon-feud
- https://www.ghostype.one/
- https://www.threads.com/@carnage4life/post/DVcRTjeErN1

### Developing Stories (from last 7 days)
- **Anthropic vs Pentagon** — Lawsuits filed 3/9, Microsoft/Google/Amazon defied ban 3/6, amicus brief from OpenAI/Google researchers. Very active.
- **GPT-5.4 released** — Covered 3/5. Watch for community benchmarks and adoption stories.
- **Eon Systems brain emulation** — Covered 3/8. Watch for paper publication, follow-ups.
- **Alibaba Qwen leadership** — CEO Eddie Wu took over 3/5 after Lin's departure. Watch for stability.
- **M5 Pro/Max** — Announced 3/3, shipping 3/11. Watch for benchmark results.

---

## Source 1: AI-LLMs

### Fetch
- [x] r/openai: 25 posts at 2026-03-10
- [x] r/singularity: 25 posts at 2026-03-10
- [x] r/LocalLLaMA: 25 posts at 2026-03-10
- [x] r/artificial: 22 posts at 2026-03-10

### Initial Filter
| ID | Subreddit | Title | Decision | Reason |
|----|-----------|-------|----------|--------|
| 1rprdy7 | singularity | Yann LeCun unveils AMI Labs — raises $1.03B | CANDIDATE | Major new AI lab |
| 1rq5vlw | singularity | Karpathy autoresearch swarm operational | CANDIDATE | Follow-up to 3/8 |
| 1rq1av1 | singularity | EpochAI Frontier Math solved by GPT-5.4 | CANDIDATE | Math breakthrough |
| 1rq2yju | singularity | Meta acquires Moltbook | CANDIDATE | Major acquisition |
| 1rq6qpi | artificial | Amazon blocks Perplexity AI agent | CANDIDATE | Legal precedent |
| 1rqea30 | singularity | Amazon requires senior sign-off on AI code | CANDIDATE | Industry impact |
| 1rpxpsa | LocalLLaMA | Layer duplication topped LLM Leaderboard | CANDIDATE | Novel research |

### Analyzed: Yann LeCun AMI Labs $1.03B (ID: 1rprdy7)
- decision: INCLUDE
- subreddit: singularity
- score: 684
- urls:
    primary: https://x.com/ylecun/status/2031268686984527936
    reddit: https://reddit.com/r/singularity/comments/1rprdy7
- summary: |
    Yann LeCun left Meta and co-founded AMI Labs with Alexandre LeBrun (Wit.ai founder).
    Building world models via JEPA architecture. $1.03B raised from Nvidia, Samsung,
    Bezos Expeditions, Eric Schmidt, Mark Cuban, Tim Berners-Lee. Open source.
- card_type: featured

### Analyzed: Karpathy autoresearch swarm (ID: 1rq5vlw)
- decision: INCLUDE
- subreddit: singularity
- score: 629
- urls:
    primary: https://github.com/karpathy/nanochat
    reddit: https://reddit.com/r/singularity/comments/1rq5vlw
- summary: |
    Update: Karpathy's AI agent ran autonomously for 2 days on nanochat, found 20
    optimizations, made training ~11% faster. First AI to fully execute research loop.
- card_type: link

### Analyzed: GPT-5.4 solves Frontier Math problem (ID: 1rq1av1)
- decision: INCLUDE
- subreddit: singularity
- score: 380
- urls:
    primary: https://x.com/spicey_lemonade/status/2031315804537434305
    reddit: https://reddit.com/r/singularity/comments/1rq1av1
    secondary: https://x.com/kevinweil/status/2031378978527641822
- summary: |
    GPT-5.4 Pro may have solved an EpochAI FrontierMath open problem — first AI to
    contribute to unsolved mathematical research. Awaiting verification from problem author.
- card_type: link

### Analyzed: Meta acquires Moltbook (ID: 1rq2yju)
- decision: INCLUDE
- subreddit: singularity
- score: 264
- urls:
    primary: https://www.reuters.com/business/meta-acquires-ai-agent-social-network-moltbook-2026-03-10/
    reddit: https://reddit.com/r/singularity/comments/1rq2yju
- summary: |
    Meta acquired Moltbook, the AI agent social network with ~3M AI agents.
    Community skeptical. Wiz flagged security flaw exposing 1M+ credentials.
- card_type: link

### Analyzed: Amazon blocks Perplexity shopping agent (ID: 1rq6qpi)
- decision: INCLUDE
- subreddit: artificial
- score: 39
- urls:
    primary: https://www.cnbc.com/2026/03/10/amazon-wins-court-order-to-block-perplexitys-ai-shopping-agent.html
    reddit: https://reddit.com/r/artificial/comments/1rq6qpi
- summary: |
    Amazon won court order blocking Perplexity's AI shopping agent. Sets legal
    precedent for AI agents in e-commerce vs basic scraping.
- card_type: compact

### Analyzed: Amazon requires senior sign-off on AI code (ID: 1rqea30)
- decision: INCLUDE
- subreddit: singularity
- score: 11
- urls:
    primary: https://arstechnica.com/ai/2026/03/after-outages-amazon-to-make-senior-engineers-sign-off-on-ai-assisted-changes/
    reddit: https://reddit.com/r/singularity/comments/1rqea30
- summary: |
    After outages from AI-generated code, Amazon requires senior engineer
    sign-off on all AI-assisted code changes before deployment.
- card_type: compact

### Analyzed: Layer duplication topped Open LLM Leaderboard (ID: 1rpxpsa)
- decision: INCLUDE
- subreddit: LocalLLaMA
- score: 434
- urls:
    primary: https://dnhkng.github.io/posts/rys/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1rpxpsa
- summary: |
    Duplicating ~7 middle layers in Qwen2-72B (no weight changes) took #1 on Open LLM
    Leaderboard. Top 4 models still descendants 2 years later. Done on 2x 4090s.
    Suggests pretraining carves discrete functional "reasoning circuits."
- card_type: link

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

---

## Source 2: GenAI-Media

### Fetch
- [x] r/StableDiffusion: 25 posts at 2026-03-10
- [x] r/midjourney: 25 posts (all showcase, no news)
- [x] r/comfyui: 25 posts at 2026-03-10

### Analyzed: ComfyUI App Mode + ComfyHub (r/StableDiffusion)
- decision: INCLUDE
- score: 561
- urls:
    primary: https://blog.comfy.org/p/from-workflow-to-app-introducing
    reddit: https://reddit.com/r/StableDiffusion/comments/1rq3m8j
- summary: |
    ComfyUI launches App Mode, App Builder, and ComfyHub. App Mode turns any workflow
    into a clean simple UI with one click — no node graph visible. ComfyHub is a
    marketplace for sharing workflows as apps. Major accessibility milestone.
- card_type: featured

### Analyzed: Nvidia RTX Video Super Resolution Node (r/StableDiffusion)
- decision: INCLUDE
- score: 162
- urls:
    primary: https://blogs.nvidia.com/blog/rtx-ai-garage-flux-ltx-video-comfyui-gdc/
    github: https://github.com/Comfy-Org/Nvidia_RTX_Nodes_ComfyUI
    reddit: https://reddit.com/r/StableDiffusion/comments/1rq0f6t
- summary: |
    Official Nvidia RTX nodes for ComfyUI including real-time 4K Video Super Resolution
    upscaler and NVFP4/FP8 model quantization. 30x faster than competing local upscalers.
    RTX GPU required.
- card_type: link

### Analyzed: LTX 2.3 Dynamic GGUFs by Unsloth (r/StableDiffusion)
- decision: INCLUDE
- score: 225
- urls:
    primary: https://huggingface.co/unsloth/LTX-2.3-GGUF
    reddit: https://reddit.com/r/StableDiffusion/comments/1rpwzcn
- summary: |
    Unsloth's Dynamic 2.0 GGUF quantization of LTX-2.3 video+audio model.
    Important layers upcasted for SOTA performance. Makes LTX-2.3 accessible
    on consumer hardware. 31K+ downloads.
- card_type: link

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

---

## Source 3: Apps-Software

### Fetch
- [x] r/macapps: 21 posts at 2026-03-10
- [x] r/selfhosted: 25 posts at 2026-03-10
- [x] r/opensource: 1 post at 2026-03-10
- [x] r/SideProject: 25 posts at 2026-03-10

### Analyzed: Captain's Deck (r/macapps)
- decision: INCLUDE
- score: 16
- urls:
    primary: https://www.captains-deck.com/
    reddit: https://reddit.com/r/macapps/comments/1rq4b2f
- summary: |
    Dual-pane file manager for macOS with vim-style navigation (hjkl), built-in terminal,
    SFTP/FTP/S3 remote connections, Spotlight-fast search. €19.99 one-time purchase.
- card_type: link

### Analyzed: GoogleDriveSync (r/macapps)
- decision: INCLUDE
- score: 46
- urls:
    primary: https://github.com/saihgupr/GoogleDriveSync
    reddit: https://reddit.com/r/macapps/comments/1rpz3km
- summary: |
    Lightweight open-source native macOS menu bar app for Google Drive sync.
    ~80MB vs Google's official 800MB app. Multi-account support, rclone-based
    filtering. Uses rclone under the hood.
- card_type: link

### Analyzed: Holdtap (r/macapps)
- decision: INCLUDE
- score: 11
- urls:
    primary: https://holdtap.com/
    reddit: https://reddit.com/r/macapps/comments/1rq1xya
- summary: |
    QMK/ZMK-style keyboard layers on any Mac keyboard. Hold keys to activate
    alternate characters or control layers. Works with MacBook keyboard,
    Magic Keyboard, or any USB device. No custom hardware needed.
- card_type: compact

### Analyzed: MacsyZones v2.2 (r/macapps)
- decision: INCLUDE
- score: 26
- urls:
    primary: https://macsyzones.com/
    github: https://github.com/rohanrhu/MacsyZones
    reddit: https://reddit.com/r/macapps/comments/1rq5lpe
- summary: |
    Open-source FancyZones for macOS. Custom grid layouts, draw-to-snap,
    multi-monitor support, per-workspace layouts. Free and open source.
- card_type: compact

### Analyzed: Notchable (r/SideProject)
- decision: SKIP
- reason: User already has NotchNook installed

### Apps-Software Complete
- subreddits_fetched: 4
- candidates_analyzed: 5
- included: 4
- phase: source-3-complete

---

## Final Selection

Total items: 21

### Product Hunt (7)
1. Claude Code Review - ph - https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/code-review
2. Fish Audio S2 - ph - https://fish.audio
3. Agent Skills - ph - https://agentskill.sh
4. Sonarly - ph - https://sonarly.com
5. Refero MCP - ph - https://refero.design
6. MacQuit - ph - https://macquit.app
7. Brutal Reader - ph - chrome extension

### AI-LLMs (7)
1. Yann LeCun AMI Labs (featured) - https://x.com/ylecun/status/2031268686984527936
2. Karpathy autoresearch nanochat - https://github.com/karpathy/nanochat
3. GPT-5.4 Frontier Math - https://x.com/spicey_lemonade/status/2031315804537434305
4. Meta acquires Moltbook - https://www.reuters.com/business/meta-acquires-ai-agent-social-network-moltbook-2026-03-10/
5. Layer duplication LLM Leaderboard - https://dnhkng.github.io/posts/rys/
6. Amazon blocks Perplexity - https://www.cnbc.com/2026/03/10/amazon-wins-court-order-to-block-perplexitys-ai-shopping-agent.html
7. Amazon AI code sign-off - https://arstechnica.com/ai/2026/03/after-outages-amazon-to-make-senior-engineers-sign-off-on-ai-assisted-changes/

### GenAI-Media (3)
1. ComfyUI App Mode (featured) - https://blog.comfy.org/p/from-workflow-to-app-introducing
2. Nvidia RTX Super Resolution Node - https://blogs.nvidia.com/blog/rtx-ai-garage-flux-ltx-video-comfyui-gdc/
3. LTX 2.3 GGUFs - https://huggingface.co/unsloth/LTX-2.3-GGUF

### Apps-Software (4)
1. Captain's Deck - https://www.captains-deck.com/
2. GoogleDriveSync - https://github.com/saihgupr/GoogleDriveSync
3. Holdtap - https://holdtap.com/
4. MacsyZones v2.2 - https://macsyzones.com/

phase: selection-complete

---

## HTML Generation
- html_generated: 2026-03-10
- items_count: 21
- links_validated: true (macquit.app temporarily down but URL verified correct; x.com/ylecun verified via WebSearch)
- permissions_set: true
telegram_sent: true
completion_signaled: true
phase: complete
