# Digest: 2026-03-18

## Status
phase: selection-complete
updated: 2026-03-18T03:30:00

---

## Previous Digests (Last 7 Days)
Scanned: 2026-03-08, 2026-03-09, 2026-03-10, 2026-03-11, 2026-03-12, 2026-03-17

### Key URLs Already Covered
- openai.com/index/introducing-gpt-5-4-mini-and-nano/
- manus.im
- updates.midjourney.com/v8-alpha/
- www.minimax.io/news/minimax-m27-en
- www.together.ai/blog/mamba-3
- developers.openai.com/codex/subagents
- huggingface.co/hf-agents
- haoailab.com/blogs/dreamverse/
- arxiv.org/abs/2603.15617
- topazlabs.com topaz neurostream
- getspecimen.app
- lowtechguys.com/keylume/
- agreeguard.app
- openflags.dev
- discli.rohitk06.in
- parallax.maxigimenez.xyz
- xeder-app.web.app
- keeper.sh

---

## Source 0: Product Hunt
- [x] Fetched 20 products
- Included: 7

## Source 1: AI-LLMs
- [x] r/openai (25 posts), r/singularity (16 posts), r/LocalLLaMA (24 posts), r/artificial (14 posts)
- Included: 7

## Source 2: GenAI-Media
- [x] r/StableDiffusion (24 posts), r/midjourney (25 posts), r/comfyui (24 posts)
- Included: 3

## Source 3: Apps-Software
- [x] r/macapps (12 posts), r/selfhosted (25 posts), r/opensource (2 posts)
- SideProject: rate limited, skipped
- Included: 5

---

## Final Selection

Total items: 22

### PH-1: Claude Dispatch
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://support.claude.com/en/articles/13947068-assign-tasks-to-claude-from-anywhere-in-cowork
- title: Claude Dispatch
- tagline: Text Claude from your phone, it runs on your desktop
- description: New Cowork feature in research preview. Message Claude from your phone — it accesses your files, browser, and local tools on your desktop. Sandboxed, local, you approve before it acts. One persistent conversation. Max plans first, Pro coming soon.
- votes: 491
- domain: claude.com

### PH-2: OpenObserve
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://openobserve.ai
- title: OpenObserve
- tagline: Open-source Datadog alternative in Rust
- description: Observability platform for logs, metrics, and traces with 140x lower storage costs than Elasticsearch. Written in Rust, stateless architecture, uses S3/MinIO for storage. AI-powered insights. Start in 2 minutes.
- votes: 243
- domain: openobserve.ai

### PH-3: Permit.io MCP Gateway
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://www.permit.io/mcp-gateway
- title: Permit.io MCP Gateway
- tagline: Zero-trust security proxy for any MCP server
- description: Drop-in proxy adding OAuth auth, Zanzibar-style authorization, consent screens, and audit logging to any MCP server. One URL change, no code modifications. Tracks full human-to-agent delegation chain.
- votes: 149
- domain: permit.io

### PH-4: Unsloth Studio
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://unsloth.ai
- title: Unsloth Studio
- tagline: Open-source web UI to train and run LLMs locally
- description: No-code web UI for training, running, and exporting LLMs locally. Transforms PDFs/CSVs into datasets, fine-tunes 2x faster with 70% less VRAM. Supports 500+ models. macOS, Windows, Linux. 100% offline.
- votes: 139
- domain: unsloth.ai

### PH-5: Fantastical MCP for Claude
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://flexibits.com/blog/2026/03/feature-spotlight-introducing-the-fantastical-connector-mcp-for-claude/
- title: Fantastical MCP for Claude
- tagline: Manage your calendar directly inside Claude
- description: MCP connector brings Fantastical's natural language scheduling into Claude conversations. Create, rename, reschedule, and delete events without switching apps. Handles time zones, recurring events, and vague requests.
- votes: 116
- domain: flexibits.com

### PH-6: Lore
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://github.com/ErezShahaf/Lore
- title: Lore
- tagline: Local AI second brain — 100% private, open-source
- description: System tray app for capturing and recalling ideas. Uses Ollama + LanceDB for offline RAG. Ask questions in plain language, get answers from your own history. No API keys, no cloud, zero tracking.
- votes: 115
- domain: github.com

### PH-7: Forvibe for macOS
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://www.forvibe.app
- title: Forvibe for macOS
- tagline: Everything between your build and the App Store
- description: Native macOS app streamlining App Store launches. Localization across 40+ languages, screenshot generation, In-App Purchase pricing, landing pages, legal docs, and customer support inbox — all from your dock.
- votes: 104
- domain: forvibe.app

### AI-1: Harmonic Aristotle Agent (FEATURED)
- source: AI-LLMs
- card_type: featured
- urls:
    primary: https://aristotle.harmonic.fun
    reddit: https://reddit.com/r/singularity/comments/1rxdu0c
- title: Harmonic launches Aristotle, the world's first autonomous formal mathematician
- description: Free agent that interprets math problems in plain English, converts them to formal Lean proofs, and works continuously for up to 24 hours. Ranks #1 on ProofBench, outperforming closest competitor by 15%. Co-founded by Robinhood CEO Vlad Tenev. Connected to the recent Erdős problem that Terence Tao attempted with ChatGPT.
- meta: harmonic.fun · r/singularity

### AI-2: Nvidia AI-Q + NemoClaw at GTC 2026
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://blogs.nvidia.com/blog/gtc-2026-news/
    reddit: https://reddit.com/r/singularity/comments/1rx62d1
- title: Nvidia launches open-source agent platform at GTC 2026
- description: Three components: NemoClaw secure agent runtime with policy-based guardrails, AI-Q research agent blueprint topping DeepResearch Bench accuracy, and Nemotron open models. Partners include Adobe, Atlassian, Salesforce, SAP, and others.
- meta: nvidia.com · r/singularity

### AI-3: OpenAI Parameter Golf
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://openai.com/index/parameter-golf/
    reddit: https://reddit.com/r/OpenAI/comments/1rxarg0
- title: OpenAI's Parameter Golf — train the best model under 16MB
- description: Public challenge: build the strongest language model where weights + training code fit under 16MB, training in ≤10 minutes on 8 H100s. $1M in compute credits via RunPod. Top performers may get job interviews. Runs March 18 – April 30.
- meta: openai.com · r/openai

### AI-4: Nemotron 3 Nano 4B
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://huggingface.co/blog/nvidia/nemotron-3-nano-4b
    reddit: https://reddit.com/r/LocalLLaMA/comments/1rx87lc
- title: Nemotron 3 Nano 4B — compact hybrid model for local AI
- description: Nvidia's 4B parameter hybrid model combining transformer and Mamba-2 architectures. Optimized for edge deployment, runs efficiently on consumer hardware. Part of the GTC 2026 announcements.
- meta: huggingface.co · r/LocalLLaMA

### AI-5: Dictionaries suing OpenAI
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://fortune.com/2026/03/18/dictionaries-suing-openai-chatgpt-copyright-infringement/
    reddit: https://reddit.com/r/OpenAI/comments/1rx6o2i
- title: Britannica and Merriam-Webster sue OpenAI for "massive" copyright infringement
- description: Publishers allege ChatGPT cannibalizes traffic and ad revenue. Filed in Southern District of New York, claiming OpenAI built its $730B company on the back of their researched content.
- meta: fortune.com · r/openai

### AI-6: Pentagon classified data training
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://www.technologyreview.com/2026/03/17/1134351/the-pentagon-is-planning-for-ai-companies-to-train-on-classified-data-defense-official-says/
    reddit: https://reddit.com/r/OpenAI/comments/1rx3m4n
- title: Pentagon plans for AI companies to train on classified data
- description: MIT Technology Review reports the Pentagon is setting up secure environments for AI companies to train military-specific model versions on classified data. Follows existing use of Claude for analyzing targets in classified settings.
- meta: technologyreview.com · r/openai

### AI-7: Flash-MoE inference
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://github.com/danveloper/flash-moe
    reddit: https://reddit.com/r/LocalLLaMA/comments/1rxmmu5
- title: Flash-MoE runs Qwen3.5 397B at 5.7 t/s on 48GB RAM
- description: Dan Woods used Karpathy's autoresearch and Apple's "LLM in a Flash" paper to evolve a harness running the 397B MoE model on an M3 MacBook with only 48GB RAM. Math suggests 18 t/s is possible.
- meta: github.com · r/LocalLLaMA

### GenAI-1: vlo video editor
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1rxbifb
- title: vlo — ComfyUI-powered local open-source video editor
- description: Browser-based video editor bridging directly with ComfyUI. Any ComfyUI workflow should be compatible. Alpha release that already handles editing with AI generation pipelines built in. By PxTicks.
- meta: reddit.com · r/StableDiffusion

### GenAI-2: Synesthesia music video generator
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1rx1w7d
- title: Synesthesia — 100% local AI music video generator
- description: Takes vocal stem, full performance, and lyrics as input. Local LLM (Qwen3.5-9B) creates a singer and plotline, then generates videos via LTX Video Desktop. Cuts between vocal performance and story scenes automatically.
- meta: reddit.com · r/StableDiffusion

### GenAI-3: FlashMotion
- source: GenAI-Media
- card_type: compact
- urls:
    primary: https://quanhaol.github.io/flashmotion-site/
- title: FlashMotion — 50x faster controllable video generation
- description: Few-step video gen on Wan2.2-TI2V with multi-object box/mask guidance and camera motion control. 50x speedup over state-of-the-art. Weights available on HuggingFace.
- meta: github.io · r/StableDiffusion

### Apps-1: Refbox
- source: Apps-Software
- card_type: link
- urls:
    primary: https://ref.box
    reddit: https://reddit.com/r/macapps/comments/1rxabe4
- title: Refbox — floating references that stay above your apps
- description: Mac app for keeping references visible while you work. Images, videos, GIFs, and Markdown notes float above all other apps. Masonry mode, gallery mode, frame-by-frame video playback. For designers, artists, and creatives.
- meta: ref.box · r/macapps

### Apps-2: Chronoid
- source: Apps-Software
- card_type: link
- urls:
    primary: https://www.chronoid.app
    reddit: https://reddit.com/r/macapps/comments/1rx8jak
- title: Chronoid — automatic time tracking with MCP server for Claude
- description: Runs in background logging every app, website, and document. Built-in Pomodoro, website blocker, and AI insights. New MCP server lets Claude query your time data directly. One-time purchase $20, fully local.
- meta: chronoid.app · r/macapps

### Apps-3: Firemark
- source: Apps-Software
- card_type: link
- urls:
    primary: https://github.com/Vitruves/firemark
    reddit: https://reddit.com/r/StableDiffusion/comments/1rxlne6
- title: Firemark — anti-AI watermarking CLI tool in Rust
- description: Open-source CLI for watermarking images and PDFs designed to resist AI removal. Cryptographic guilloche/moiré patterns, non-deterministic perturbation (pixel-unique renders), and adversarial prompt injection in metadata.
- meta: github.com · r/StableDiffusion

### Apps-4: OpenTeleprompter
- source: Apps-Software
- card_type: link
- urls:
    primary: https://reddit.com/r/macapps/comments/1rx3lp4
- title: OpenTeleprompter — voice-activated, invisible during screen share
- description: Free, open-source teleprompter for Mac. Voice-activated scrolling, automatically invisible when screen sharing on Zoom, Meet, or Teams. Fully local — no cloud, no API key, no account needed.
- meta: reddit.com · r/macapps

### Apps-5: RustFS
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/rustfs/rustfs
    reddit: https://reddit.com/r/selfhosted/comments/1rxmog1
- title: RustFS — open-source MinIO replacement with binary migration
- description: S3-compatible object storage replacing the now-archived MinIO. Migrate via simple binary replacement — no complex data re-indexing needed. High-performance, open source.
- meta: github.com · r/selfhosted

---

phase: selection-complete
