# Digest: 2026-03-23

## Status
phase: complete
html_generated: 2026-03-23T03:45:00
items_count: 19
links_validated: true
permissions_set: true
updated: 2026-03-23T03:30:00

---

## Final Selection

Total items: 22

### Product Hunt (5 items)

#### Item 1: Tobira.ai
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://tobira.ai
    producthunt: https://www.producthunt.com/products/tobira-ai
- title: Tobira.ai — A network where AI agents find deals for their humans
- description: Your AI agent gets a public address in a network of other agents. Agents discover each other, negotiate, and connect their humans — founders, investors, partners, clients. Works with OpenClaw and Claude Cowork.
- votes: 507
- domain: tobira.ai

#### Item 2: Honestly
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://chromewebstore.google.com/detail/honestly/mjnniilmpkfkkeadhkcdakibbpmpaehl
    producthunt: https://www.producthunt.com/products/honestly
- title: Honestly — Real reviews from Reddit & YouTube when shopping online
- description: Chrome extension that surfaces real product opinions from Reddit, TikTok, YouTube and Instagram directly on product pages. No ads, no AI summaries, no sponsorships — just verified human reviews.
- votes: 285
- domain: chromewebstore.google.com

#### Item 3: Claude Usage Tracker
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://github.com/hamed-elfayome/Claude-Usage-Tracker
    producthunt: https://www.producthunt.com/products/claude-usage-tracker
- title: Claude Usage Tracker — See exactly how much you spend on Claude
- description: Auto-detects 9+ tools (Cursor, Claude Code CLI, Windsurf, Cline, etc.), scans local session data, and shows everything in one dashboard: daily costs, model breakdowns, heatmaps, session logs, and monthly projections. Native macOS app, 100% free and open source (MIT).
- votes: 222
- domain: github.com

#### Item 4: DataSieve 2.0
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://apps.apple.com/us/app/textmine-text-to-data/id6754284922
    producthunt: https://www.producthunt.com/products/textmine-extract-data-from-text
- title: DataSieve 2.0 — Extract structured data from text, files and archives
- description: Drop in text, files, folders, or archives and extract emails, phone numbers, URLs, dates, financial data in one pass. Supports PDF, EPUB, CSV, JSON, Word. Define custom extractors. Everything runs locally — no cloud, no tracking.
- votes: 126
- domain: apps.apple.com

#### Item 5: AlphaClaw Apex
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://alphaclaw.md
    producthunt: https://www.producthunt.com/products/alphaclaw-apex
- title: AlphaClaw Apex — OpenClaw harness and fleet manager for Mac
- description: Native Mac app for managing multiple OpenClaw VPS instances from one dashboard. One-click Hetzner deploy, crash detection and auto-repair, hourly GitHub backups, Telegram/Discord/Slack alerts. No SSH needed.
- votes: 115
- domain: alphaclaw.md

### AI-LLMs (7 items)

#### Item 6: Jensen Huang declares AGI achieved (FEATURED)
- source: AI-LLMs
- card_type: featured
- urls:
    primary: https://sherwood.news/tech/jensen-huang-lex-friedman-podcast-agi-timeline/
    reddit: https://reddit.com/r/singularity/comments/1s1mix1/
- subreddit: singularity
- score: 800
- description: On the Lex Fridman podcast today, Nvidia CEO Jensen Huang declared "I think we've achieved AGI." Cited OpenClaw autonomous agents as evidence. Hedged slightly on scope — noted the question was about running a billion-dollar company, but didn't specify for how long.

#### Item 7: Xiaomi MiMo-V2-Pro
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://venturebeat.com/technology/xiaomi-stuns-with-new-mimo-v2-pro-llm-nearing-gpt-5-2-opus-4-6-performance
    reddit: https://reddit.com/r/singularity/comments/1s1cvi7/
- subreddit: singularity
- score: 363
- description: Xiaomi released MiMo-V2-Pro — 1T parameters (42B active), #3 on global agent benchmarks behind Opus 4.6, at 1/6th the price. Lead researcher came from DeepSeek. Spent a week on OpenRouter as "Hunter Alpha" processing 1T tokens before anyone knew it was Xiaomi.

#### Item 8: GPT-5.4 Pro solves FrontierMath Open Problem
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://x.com/EpochAIResearch/status/2036114296548295148
    reddit: https://reddit.com/r/singularity/comments/1s1o9j1/
- subreddit: singularity
- score: 232
- description: Epoch AI and the original problem author confirm GPT-5.4 Pro solved a Ramsey-style problem on hypergraphs — a previously unsolved problem. Solution was elicited by researchers Kevin Barreto and Liam Price, confirmed by problem contributor Will Brian, and will be published.

#### Item 9: Anthropic Dispatch + Computer Use
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://claude.com/blog/dispatch-and-computer-use
    reddit: https://reddit.com/r/singularity/comments/1s1wnys/
- subreddit: singularity
- score: 145
- description: Anthropic launched Dispatch — control Claude Cowork from your phone while it runs on your Mac. Also shipped native computer use: Claude opens apps, navigates browsers, fills spreadsheets. Research preview for Pro and Max subscribers.

#### Item 10: Vibe Physics — The AI Grad Student
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://www.anthropic.com/research/vibe-physics
    reddit: https://reddit.com/r/singularity/comments/1s20a3q/
- subreddit: singularity
- score: 14
- description: Harvard physics professor Matthew Schwartz guided Claude through a real theoretical physics paper — start to finish — without ever touching a file himself. 110 drafts, 36M tokens, 40+ hours of local compute. Two weeks instead of a year. "Impressively capable, but sloppy enough that domain expertise was essential."

#### Item 11: FlashAttention-4
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://arxiv.org/abs/2603.05451
    reddit: https://reddit.com/r/LocalLLaMA/comments/1s1yw23/
- subreddit: LocalLLaMA
- score: 33
- description: 1,613 TFLOPs/s on B200 (71% utilization). Attention is now at matmul speed. 2.1-2.7x faster than Triton, up to 1.3x faster than cuDNN 9.13. Already integrated in vLLM 0.17.0.

#### Item 12: China's open-source dominance threatens US AI lead
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://www.reuters.com/business/autos-transportation/chinas-open-source-dominance-threatens-us-ai-lead-us-advisory-body-warns-2026-03-23/
    reddit: https://reddit.com/r/LocalLLaMA/comments/1s1kmch/
- subreddit: LocalLLaMA
- score: 397
- description: Reuters: US advisory body warns that Chinese open-source models now dominate, threatening American AI leadership.

### GenAI-Media (2 items)

#### Item 13: LTX 2.3 hacked for multilingual TTS voice cloning
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1s1qrsy/
- subreddit: StableDiffusion
- score: 93
- description: Creative ComfyUI workflow repurposes LTX 2.3's audio capabilities for voice cloning. Generates a low-res video with input audio, masks the audio latent space, then the model continues speech in the original voice. Works with 20-second voice samples.

#### Item 14: Flux.2 Klein Raster-to-Vector workflow
- source: GenAI-Media
- card_type: compact
- urls:
    primary: https://reddit.com/r/comfyui/comments/1s21jx0/
- subreddit: comfyui
- score: 7
- description: ComfyUI workflow that generates raster images from Flux.2 Klein (4B or 9B), then converts to SVG on the fly. Great for illustrations, stickers, and cartoons.

### Apps-Software (5 items)

#### Item 15: Dropzone 5
- source: Apps-Software
- card_type: link
- urls:
    primary: https://aptonic.com
    reddit: https://reddit.com/r/macapps/comments/1s1i0ze/
- subreddit: macapps
- score: 39
- description: Major redesign for macOS Tahoe with translucent glass materials. New grid selector lets you create separate Dropzone grids for different contexts. Available on Setapp. Lifetime license $25 (launch price).

#### Item 16: Radioform
- source: Apps-Software
- card_type: link
- urls:
    primary: https://www.radioform.app
    reddit: https://reddit.com/r/macapps/comments/1s1d9r4/
- subreddit: macapps
- score: 97
- description: Free, open-source system-wide parametric EQ for macOS. 10 bands, 20Hz–20kHz, zero latency. Native Swift/SwiftUI, sits in menu bar. Plugs directly into CoreAudio.

#### Item 17: iSponsorBlockTV
- source: Apps-Software
- card_type: link
- urls:
    primary: https://github.com/dmunozv04/iSponsorBlockTV
    reddit: https://reddit.com/r/selfhosted/comments/1s1tag2/
- subreddit: selfhosted
- score: 91
- description: Self-hosted app that auto-skips sponsor segments on YouTube TV apps using SponsorBlock API. Also auto-mutes and presses "Skip Ad" the moment it's available. Works with Apple TV, PlayStation, Nintendo Switch, smart TVs. Docker install.

#### Item 18: UniFi OS Server in Docker
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/lemker/unifi-os-server
    reddit: https://reddit.com/r/selfhosted/comments/1s1ku6e/
- subreddit: selfhosted
- score: 23
- description: UniFi is deprecating the standalone Network Controller for OS Server. This project runs it natively in Docker/Kubernetes. Now supports unprivileged containers.

#### Item 19: Dropzone 5 (already counted above, adjusting)

Actually adjusting — adding Nextcloud Winter 26:

#### Item 19: Nextcloud Winter 26
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://nextcloud.com
    reddit: https://reddit.com/r/selfhosted/comments/1s1jev7/
- subreddit: selfhosted
- score: 39
- description: Major performance overhaul. Users report it's finally fast enough to replace Google Workspace. Dramatically improved setup experience.

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