# Digest: 2026-03-08

## Status
phase: selection-complete
updated: 2026-03-08

---

## Final Selection

Total items: 21

### Product Hunt (7 items)

#### Item 1: Claude Marketplace
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://claude.com/platform/marketplace
    producthunt: https://producthunt.com/posts/claude-marketplace
- title: Claude Marketplace
- tagline: Enterprise marketplace for Claude-powered AI tools
- description: Anthropic's enterprise marketplace where businesses can purchase Claude-powered AI tools from partners like GitLab, Harvey, Lovable, Replit, Rogo, and Snowflake using their existing Anthropic spending commitment.
- votes: 421
- domain: claude.com

#### Item 2: Pulldog
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://www.natic.app/pulldog
- title: Pulldog
- tagline: Native macOS client for reviewing PRs
- description: A native macOS client for reviewing GitHub and GitLab pull requests, with an aggregated inbox, smart queries, Spotlight actions, widgets, and Apple Intelligence support.
- votes: 184
- domain: natic.app

#### Item 3: Song Sweeper
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://www.songsweeper.com/
- title: Song Sweeper
- tagline: Clean up your messy Apple Music library
- description: iPhone app for cleaning up messy Apple Music libraries by finding duplicates, unifying album editions, and surfacing songs you no longer listen to.
- votes: 150
- domain: songsweeper.com

#### Item 4: Unenhanced
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://unenhanced.app/
- title: Unenhanced
- tagline: Photos without the processed look
- description: Camera app that reduces extra sharpening, contrast, and color adjustments to capture more natural, true-to-life photos.
- votes: 11
- domain: unenhanced.app

#### Item 5: PaperVault
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://papervault.xyz/
- title: PaperVault
- tagline: Offline vault for your digital secrets
- description: 100% offline vault for crypto keys, passwords, recovery codes. Creates encrypted backups stored as printed keys distributed across trusted locations.
- votes: 8
- domain: papervault.xyz

#### Item 6: Velxio
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://velxio.dev/
- title: Velxio
- tagline: Arduino IDE with real AVR8 CPU emulator
- description: Arduino development platform that lets you write sketches, compile with arduino-cli, and simulate circuits with a real AVR8 CPU emulator and interactive electronic components.
- votes: 6
- domain: velxio.dev

#### Item 7: Lazy Agent
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://github.com/illegalstudio/lazyagent
- title: Lazy Agent
- tagline: TUI for monitoring Claude Code sessions
- description: Open-source terminal user interface for monitoring Claude Code agent sessions. View logs, track progress, and manage multiple sessions.
- votes: 7
- domain: github.com

### AI-LLMs (6 items)

#### Item 8: Claude Used for 1,000 Targets in Iran Strikes
- source: AI-LLMs
- card_type: featured
- urls:
    primary: https://responsiblestatecraft.org/ai-war-iran/
    wapo: https://www.washingtonpost.com/technology/2026/03/04/anthropic-ai-iran-campaign/
- subreddit: singularity
- score: 591
- title: Claude Identified Over 1,000 Targets in First 24 Hours of Iran Campaign
- description: Follow-up to the Pentagon/Anthropic story. Washington Post reports Claude partnered with the Maven Smart System to suggest targets and issue precise GPS coordinates in real time, generating approximately 1,000 prioritized targets on the first day of operations alone.
- card_type: featured

#### Item 9: First Multi-Behavior Brain Upload
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://theinnermostloop.substack.com/p/the-first-multi-behavior-brain-upload
    company: https://eon.systems/
- subreddit: singularity
- score: 122
- title: Eon Systems Uploads a Fly Brain — It Walks, Grooms, and Feeds
- description: Eon Systems demonstrated a simulated fruit fly brain integrated with a physics-simulated body in MuJoCo. The emulated brain drives multiple distinct behaviors — walking, grooming, feeding — all from its own circuit dynamics. First whole-brain emulation with closed-loop perception-to-action.

#### Item 10: AI Brain Fry
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry
- subreddit: openai
- score: 893
- title: When Using AI Leads to "Brain Fry"
- description: BCG and UC Riverside research finds 14% of AI-using workers experience "brain fry" — mental fatigue from excessive AI tool oversight. Affected workers show 33% more decision fatigue and nearly 10% higher intent to quit. Early adopters and multi-tool users most at risk.

#### Item 11: Karpathy's Autoresearch
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://github.com/karpathy/autoresearch
- subreddit: LocalLLaMA
- score: 29
- title: Karpathy Releases Autoresearch — Overnight AI Experiments on a Single GPU
- description: Minimal 630-line repo that gives an AI agent a real LLM training setup and lets it experiment autonomously overnight. Modifies code, trains for 5 minutes, checks if results improved, keeps or discards, repeats. ~100 experiments while you sleep.

#### Item 12: 3.5M Patents Classified with Nemotron 9B
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://dev.to/soytuber/i-built-a-free-patent-search-engine-with-35m-us-patents-no-login-powered-by-sqlite-fts5-48e4
- subreddit: LocalLLaMA
- score: 276
- title: Free Patent Search Engine — 3.5M US Patents, Powered by Local Nemotron 9B
- description: Developer processed 4 million patents with Nemotron 9B on an RTX 5090 for query expansion. SQLite FTS5 backend, no login required, completely free.

#### Item 13: Intel Arc Pro B70 — 32GB VRAM for Local AI
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://wccftech.com/intel-confirms-arc-pro-b70-workstation-gpu-via-llm-scaler-vllm-ai-release-notes/
- subreddit: LocalLLaMA
- score: 59
- title: Intel Confirms Arc Pro B70 Workstation GPU with 32GB VRAM
- description: Full BMG-G31 GPU with 32 Xe2 cores and 32GB GDDR6 on a 256-bit bus. Designed for local AI workloads. Gaming variant (B770) canceled in favor of AI focus.

### GenAI-Media (3 items)

#### Item 14: LTX Desktop Linux Port
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://github.com/imraf/LTX-Desktop/releases
- subreddit: StableDiffusion
- score: 117
- title: LTX Desktop Ported to Linux — AppImage Available
- description: Community fork brings LTX Desktop to Linux as an AppImage. Also adds configurable model folder and adjustable inference step count. Works on Ubuntu and Debian derivatives.

#### Item 15: Kiwi-Edit — Open-Source Video Editing Framework
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://github.com/showlab/Kiwi-Edit
    paper: https://arxiv.org/abs/2603.02175
- subreddit: StableDiffusion
- title: Kiwi-Edit — Open-Source Instruction-Guided Video Editing
- description: Unified framework coupling a Multimodal LLM with a Diffusion Transformer for video editing via natural language. Supports global/local edits, background replacement, and reference-guided editing at 720p. MIT license.

#### Item 16: SynthID Bypass V2 — Watermark Robustness Research
- source: GenAI-Media
- card_type: compact
- urls:
    primary: https://github.com/00quebec/Synthid-Bypass
- subreddit: comfyui
- score: 132
- title: SynthID Bypass V2 — Open-Source Watermark Robustness Testing
- description: Research tool for testing Google SynthID watermark robustness. V2 adds resolution-aware denoise and face reconstruction in a single ComfyUI workflow.

### Apps-Software (5 items)

#### Item 17: Muffle — Blur Background Windows on macOS
- source: Apps-Software
- card_type: link
- urls:
    primary: https://www.getmuffle.com/
- subreddit: SideProject
- score: 296
- title: Muffle — Blur Everything Except Your Active Window
- description: Lightweight Swift app that blurs background windows on macOS. Alternative to HazeOver (dims only) and Monocle (performance issues). Toggle by mouse shake or menu bar. Not vibecoded, no data collected.

#### Item 18: macOS Window Managers Directory
- source: Apps-Software
- card_type: link
- urls:
    primary: https://macoswm.com/
- subreddit: macapps
- score: 25
- title: The Most Complete Directory of macOS Window Managers
- description: Free directory cataloging every macOS window manager, plus related tools for scripting and menu bars. Useful reference for finding and comparing tiling WMs.

#### Item 19: TranscriptionSuite
- source: Apps-Software
- card_type: link
- urls:
    primary: https://github.com/homelab-00/TranscriptionSuite
- subreddit: SideProject
- score: 63
- title: TranscriptionSuite — 100% Local Audio Transcription
- description: Fully local Speech-to-Text with speaker diarization, Audio Notebook mode, and LM Studio integration. Supports WhisperX, NVIDIA NeMo, and VibeVoice-ASR. Cross-platform, Dockerized.

#### Item 20: BentoPDF Docker Namespace Restored
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/alam00000/bentopdf
- subreddit: selfhosted
- score: 334
- title: BentoPDF Docker Namespace Restored
- description: Original Docker Hub namespace recovered after a security investigation. No malicious activity found. Continues publishing under bentopdfteam/bentopdf.

#### Item 21: Spotifly — Lightweight Spotify for macOS
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/ralph/Spotifly
- subreddit: macapps
- score: 12
- title: Spotifly — Native Lightweight Spotify Player for macOS
- description: SwiftUI Spotify client with recently played, queue management, and search. Requires your own Spotify Client ID. Installable via Homebrew.

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## Previous Digests (Last 7 Days)
(See dedup scan above - all URLs verified against previous 7 days, no duplicates)
