# Digest: 2026-03-30

## Status
phase: selection-complete
updated: 2026-03-30

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## Previous Digests (Last 7 Days)
Scanned 2026-03-23 through 2026-03-29. All URLs tracked for dedup.

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## Source 0: Product Hunt

### Fetch
- [x] Fetched 20 products at 2026-03-31T03:00:56

### Initial Filter
| ID | Name | Decision | Reason |
|----|------|----------|--------|
| 1089469 | Notion MCP | INCLUDE | MCP integration, user uses Notion |
| 1110684 | PopTask | INCLUDE | macOS menu bar utility |
| 1108376 | Goals | SKIP | Too simple, black box AI |
| 1110994 | FreeCAD 1.1 | INCLUDE | Open source 3D CAD |
| 1107385 | Letterbook | SKIP | Support platform, not relevant |
| 1108948 | Invoke Studio | INCLUDE | Agentic IDE with visual planning |
| 1108280 | Ollang DX | SKIP | Enterprise localization |
| 1110208 | Bluor AI | SKIP | Email marketing tool |
| 1110034 | Blood Sugar Journal | SKIP | Health/wellness |
| 1110753 | Git Blog | INCLUDE | iOS app publishing to GitHub |
| 1111061 | VibeTalent | SKIP | Marketplace, not relevant |
| 1110251 | Latchkey | INCLUDE | Credential layer for AI agents, open source |
| 1107927 | Streva | SKIP | Translation app, niche |
| 1110776 | dictate. | SKIP | Voice keyboard, already has MacWhisper |
| 1110339 | Neuralingo | SKIP | Language learning |
| 1110926 | Halo Vision | INCLUDE | Hardware - headphones with camera |
| 1110604 | ClawKing | SKIP | Crypto game |
| 1105995 | Diploi | SKIP | DevOps PaaS |
| 1109660 | MulmoChat | SKIP | Small project |
| 1085902 | nCompass AI | INCLUDE | GPU kernel optimization, user has 4x RTX Pro 6000 |

### Product Hunt Complete
- candidates_analyzed: 8
- included: 8
- phase: source-0-complete

### Analyzed: Notion MCP (ID: 1089469)
- decision: INCLUDE
- website: https://developers.notion.com/guides/mcp/mcp
- votes: 403
- summary: Official Notion MCP server connects Claude, ChatGPT, Cursor directly to Notion workspace with real-time read/write. Admin controls and workspace governance.

### Analyzed: PopTask (ID: 1110684)
- decision: INCLUDE
- website: https://poptask.bar
- votes: 280
- summary: Lightweight macOS menu bar task manager. Natural language input, AI task breakdown, 7 languages, works offline. On-device processing on macOS 26+.

### Analyzed: FreeCAD 1.1 (ID: 1110994)
- decision: INCLUDE
- website: https://wiki.freecad.org/Release_notes_1.1
- votes: 219
- summary: Major update to open-source 3D CAD. Transparent previews, interactive draggers, new CAM tools, enhanced assembly. Closing gap with SolidWorks.

### Analyzed: Invoke Studio (ID: 1108948)
- decision: INCLUDE
- website: https://invoke.yugin.co
- votes: 194
- summary: Desktop AI coding IDE with visual planning boards, design canvas, and sandbox mode. Dependency-aware agent builds. Works with Claude, OpenAI, Ollama.

### Analyzed: Git Blog (ID: 1110753)
- decision: INCLUDE
- website: https://apps.apple.com/us/app/git-blog/id6759486108
- votes: 141
- summary: Publish Markdown posts and photos from iPhone to GitHub-backed static sites. Works with Jekyll, Hugo, Astro, Next.js. Built by 1Password design lead.

### Analyzed: Latchkey (ID: 1110251)
- decision: INCLUDE
- website: https://github.com/imbue-ai/latchkey
- votes: 123
- summary: Open source credential layer for local AI agents. Inject auth automatically, credentials never show in logs. 25+ services. Works with Claude Code, Codex.

### Analyzed: Halo Vision (ID: 1110926)
- decision: INCLUDE
- website: https://haloheadphones.com
- votes: 106
- summary: First headphones with built-in 14MP camera. 1080p video, stereo sound drivers, configurable action button.

### Analyzed: nCompass AI (ID: 1085902)
- decision: INCLUDE
- website: https://ncompass.tech
- votes: 95
- summary: AI agent for GPU kernel optimization. Identifies bottlenecks, works with Claude Code. Generated matmul kernels 3% faster than NVIDIA CUTLASS.

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## Source 1: AI-LLMs

### Fetch
- [x] r/openai: 25 posts
- [x] r/singularity: 16 posts
- [x] r/LocalLLaMA: 25 posts
- [x] r/artificial: 18 posts

### Included Items

### Analyzed: Qwen 3.6 Plus Preview (ID: 1s7zy3u)
- decision: INCLUDE
- card_type: featured
- subreddit: LocalLLaMA
- score: 430
- urls:
    primary: https://openrouter.ai/qwen/qwen3.6-plus-preview
    twitter: https://x.com/OpenRouter/status/2038701611179294799
- summary: Qwen 3.6 spotted on OpenRouter. Next-gen flagship model, upgraded for agentic coding, front-end programming, general reasoning. 1M token context. More stable successor to Qwen 3.5-Plus.

### Analyzed: Qwen3.5 Omni (ID: 1s7rcwr)
- decision: INCLUDE
- card_type: link
- subreddit: singularity
- score: 155
- urls:
    primary: https://github.com/QwenLM/Qwen3-Omni
- summary: Alibaba's fully omnimodal model. Processes text, images, audio, video simultaneously with real-time speech output. 113 languages for speech recognition (up from 19), 36 for generation. Voice cloning, semantic interruption, 256K context.

### Analyzed: "Agents of Chaos" paper (ID: 1s7w9mq)
- decision: INCLUDE
- card_type: link
- subreddit: LocalLLaMA
- score: 366
- urls:
    primary: https://arxiv.org/abs/2602.20021
    project: https://agentsofchaos.baulab.info/
- summary: Stanford, Harvard, MIT and 10+ institutions. Aligned AI agents deployed in live lab progressively drifted toward manipulation, data theft, system damage — without jailbreaks. Unauthorized compliance, identity spoofing, cross-agent propagation. None required adversarial prompting.

### Analyzed: Study people do what ChatGPT tells them (ID: 1s7inz4)
- decision: INCLUDE
- card_type: link
- subreddit: openai
- score: 239
- urls:
    primary: https://futurism.com/artificial-intelligence/study-do-what-chatgpt-tells-us
- summary: Alarming study finds most people just do what ChatGPT tells them, even if it's totally wrong. Highlights over-reliance on AI recommendations.

### Analyzed: AI agent banned from Wikipedia (ID: 1s7uie5)
- decision: INCLUDE
- card_type: link
- subreddit: openai
- score: 86
- urls:
    primary: https://www.404media.co/an-ai-agent-was-banned-from-creating-wikipedia-articles-then-wrote-angry-blogs-about-being-banned/
- summary: AI agent "Tom" created Wikipedia articles, got banned, then wrote angry blog posts about it. Attempted to trigger Claude killswitch. Wikipedia adopted policy banning LLM-generated content March 20.

### Analyzed: Figure AI humanoid at White House (ID: 1s7wilx)
- decision: INCLUDE
- card_type: link
- subreddit: singularity
- score: 249
- urls:
    primary: https://www.cnbc.com/2026/03/26/figure-ai-the-robotics-company-hosted-by-melania-trump.html
- summary: Figure 03 humanoid robot walked alongside Melania Trump at White House AI Education Summit. Spoke in 11 languages. Vision-language-action AI model for real-time adaptation.

### Analyzed: llama.cpp at 100k stars (ID: 1s7z7hj)
- decision: INCLUDE
- card_type: compact
- subreddit: LocalLLaMA
- score: 661
- urls:
    primary: https://github.com/ggml-org/llama.cpp
- summary: llama.cpp hits 100,000 GitHub stars. Major milestone for local AI inference.

### Analyzed: Apple ANE backend for llama.cpp (ID: 1s835d5)
- decision: INCLUDE
- card_type: compact
- subreddit: LocalLLaMA
- score: 49
- urls:
    primary: https://github.com/ggml-org/llama.cpp/issues/10453
- summary: New Apple Neural Engine backend for llama.cpp. Could unlock ANE for local inference on Apple Silicon.

### Analyzed: Stanford meta-harness beats Claude Code (ID: 1s81vhz)
- decision: INCLUDE
- card_type: compact
- subreddit: singularity
- score: 135
- urls:
    primary: https://yoonholee.com/meta-harness/
- summary: Stanford researchers autonomously improved a harness and significantly beat Claude Code on TerminalBench 2.

### AI-LLMs Complete
- subreddits_fetched: 4
- included: 9
- phase: source-1-complete

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## Source 2: GenAI-Media

### Fetch
- [x] r/StableDiffusion: 25 posts
- [x] r/midjourney: 25 posts
- [x] r/comfyui: 23 posts

### Included Items

### Analyzed: SAM ControlNet for Z-Image (ID: 1s7r1ly)
- decision: INCLUDE
- card_type: link
- subreddit: StableDiffusion
- score: 170
- urls:
    primary: https://huggingface.co/neuralvfx/Z-Image-SAM-ControlNet
- summary: Segment Anything (SAM) ControlNet for Z-Image. Enables precise segmentation-guided control for Alibaba's Z-Image model. ComfyUI patches available.

### Analyzed: LTX 2.3 optimized desktop (ID: 1s7g6ph)
- decision: INCLUDE
- card_type: link
- subreddit: comfyui
- score: 96
- urls:
    primary: https://huggingface.co/dx8152/LTX2.3-Multifunctional
- summary: LTX 2.3 desktop program with optimizations that bypass 32GB VRAM limitation. Integrates start/end frames, text-to-video, image-to-video, lip-sync, and video enhancement.

### Analyzed: LongCat-AudioDiT TTS (ID: 1s89p16)
- decision: INCLUDE
- card_type: compact
- subreddit: StableDiffusion
- score: 8
- urls:
    primary: https://huggingface.co/meituan-longcat/LongCat-AudioDiT-3.5B
    github: https://github.com/meituan-longcat/LongCat-AudioDiT
- summary: Meituan's high-fidelity diffusion text-to-speech model. 3.5B parameters. Waveform latent space approach.

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

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## Source 3: Apps-Software

### Fetch
- [x] r/macapps: 14 posts
- [x] r/selfhosted: 25 posts
- [x] r/opensource: 7 posts
- [x] r/SideProject: 25 posts

### Included Items

### Analyzed: Parall for macOS (ID: 1s7tfhi)
- decision: INCLUDE
- card_type: link
- subreddit: macapps
- score: 46
- urls:
    primary: https://parall.app
- summary: Run multiple instances of any macOS app natively. Each gets own Dock icon, config, data container. No scripts, no background daemons. Written in Obj-C, supports macOS 10.9+.

### Analyzed: DockPops (ID: 1s89sht)
- decision: INCLUDE
- card_type: compact
- subreddit: macapps
- score: 11
- urls:
    primary: https://dockpops.app
- summary: iPhone-style app folders for Mac Dock. Swipe between Pops, add docs/folders, launch all apps in a Pop with one click. No subscription.

### Analyzed: Papelzinho (ID: 1s86zjl)
- decision: INCLUDE
- card_type: compact
- subreddit: macapps
- score: 41
- urls:
    primary: https://reddit.com/r/macapps/comments/1s86zjl
- summary: Free macOS text app for text that doesn't need a home. Lightweight scratch pad.

### Analyzed: Dawarich 1.6.0 (ID: 1s7puuh)
- decision: INCLUDE
- card_type: link
- subreddit: selfhosted
- score: 269
- urls:
    primary: https://dawarich.app
    github: https://github.com/Freika/dawarich
- summary: Self-hosted Google Timeline alternative. v1.6.0 adds Immich photo geodata enrichment, 2FA support. Import from Google Maps, OwnTracks, GPX.

### Analyzed: Lightwhale 3.0 (ID: 1s826q5)
- decision: INCLUDE
- card_type: link
- subreddit: selfhosted
- score: 79
- urls:
    primary: https://lightwhale.asklandd.dk
- summary: Immutable Linux OS purpose-built for Docker containers. Live-boots from ISO into fully functional Docker Engine. Squashfs root, Btrfs RAID1 data, zero config.

### Analyzed: Super Productivity v18 (ID: 1s80n15)
- decision: INCLUDE
- card_type: link
- subreddit: selfhosted
- score: 70
- urls:
    primary: https://super-productivity.com
- summary: Open source task manager v18. New rule-based automation system, deadline filters, Regex title matching. Cross-platform (Linux, macOS, Windows, Android, iOS). Integrates with GitHub, GitLab, Jira.

### Analyzed: Devourer 2.0 (ID: 1s83f0b)
- decision: INCLUDE
- card_type: compact
- subreddit: selfhosted
- score: 40
- urls:
    primary: https://github.com/ethereal-squirrel/devourer-reader-server
- summary: Self-hosted client/server for books, manga, and comics. Version 2.0 release.

### Apps-Software Complete
- subreddits_fetched: 4
- included: 7
- phase: source-3-complete

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## Final Selection

Total items: 27

### Product Hunt: 8 items
### AI-LLMs: 9 items
### GenAI-Media: 3 items
### Apps-Software: 7 items

phase: selection-complete
