# Digest: 2026-03-29

## Status
phase: selection-complete
updated: 2026-03-29T03:30:00

---

## Final Selection

Total items: 20

### Item 1: Parallel Code
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://parallelcode.app
    github: https://github.com/johannesjo/parallel-code
- title: Parallel Code — Run AI Agents in Parallel
- tagline: Use Claude Code, Codex, and Gemini in parallel
- description: macOS app that gives every AI coding agent its own git branch and worktree automatically. Run 5-10 agents simultaneously with zero conflicts. Built-in diff review, phone monitoring via QR code, 40+ keyboard shortcuts. Free, open source (MIT).
- votes: 151
- domain: parallelcode.app

### Item 2: Pensieve
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://pensieve.so
- title: Pensieve — Full Company Context for AI Agents
- tagline: MCP gives agents tool access. Pensieve gives them understanding.
- description: Connects your tools and builds a living knowledge graph of your organization — people, projects, decisions, customers. Agents reason over the full picture instead of starting from scratch each time. Free, BYOK (Anthropic/OpenAI/Google).
- votes: 124
- domain: pensieve.so

### Item 3: Cline Kanban
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://www.npmjs.com/package/cline
- title: Cline Kanban — Multi-Agent Orchestration Board
- tagline: CLI-agnostic kanban for multi-agent orchestration
- description: Kanban board where every card spins up its own git worktree and terminal. Agents run in parallel without stepping on each other. Link cards for dependencies, review diffs inline. Works with Claude Code, Codex CLI, and Cline.
- votes: 149
- domain: npmjs.com

### Item 4: Clico
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://clico.ai
- title: Clico — Every Textbox, Supercharged
- tagline: Browser extension AI writing partner with page context
- description: Lives inside your browser and reads the context of the webpage you're viewing. Pull in multiple tabs with @ references, voice input with Cmd key, Memo It for instant page summaries. No copy-paste back and forth.
- votes: 351
- domain: clico.ai

### Item 5: Google Search Live
- source: Product Hunt
- card_type: ph
- urls:
    primary: https://blog.google/products/search/google-search-live/
- title: Google Search Live — Multimodal AI Search Goes Global
- tagline: Interactive, multimodal conversation in AI Mode
- description: Google expanded Search Live globally — 200+ countries, all languages. Powered by Gemini 3.1 Flash Live. Voice and camera input, follow-up support, and web links. Point your camera at something and ask about it in real time.
- votes: 245
- domain: blog.google

### Item 6: Nicolas Carlini — Claude Surpasses Human Security Research
- source: AI-LLMs
- card_type: featured
- urls:
    primary: https://red.anthropic.com/2026/zero-days/
    youtube: https://www.youtube.com/watch?v=1sd26pWhfmg
    reddit: https://reddit.com/r/singularity/comments/1s734n6
- title: Claude Is Now a Better Security Researcher Than Most Humans
- description: Nicolas Carlini (67K citations, Anthropic Research Scientist) demonstrates Claude found a Linux kernel buffer overflow from 2003 that was never discovered, a blind SQL injection in Ghost (50K GitHub stars), and earned $3.7M exploiting smart contract vulnerabilities. He says Claude is "a better security researcher than me."
- meta: red.anthropic.com · r/singularity

### Item 7: China Humanoid Robot Mass Production
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://reddit.com/r/singularity/comments/1s79p8i
- title: China's First Automated Humanoid Robot Manufacturing Line — 10K/Year
- description: China announced its first automated manufacturing line capable of producing 10,000 humanoid robots per year — one every 30 minutes. UBTECH, AgiBot, and Unitree are all producing at similar rates. Multiple companies now scaling production simultaneously.
- meta: reddit.com · r/singularity

### Item 8: Stanford — LLMs Are Superhuman Guessers
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://arxiv.org/abs/2603.21687
    twitter: https://xcancel.com/euanashley/status/2037993596956328108
- title: Stanford Study: LLMs Outperform Radiologists Without Seeing Images
- description: A Stanford study (co-authored by Fei-Fei Li) found LLMs can solve medical imaging tasks better than radiologists by 10% on average — without being given the image. One no-image model topped the chest X-ray leaderboard. Raises questions about whether AI is actually "seeing" or pattern-matching from priors.
- meta: arxiv.org · r/singularity

### Item 9: Cursor Composer 2 Real-Time RL
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://cursor.com/blog/real-time-rl-for-composer
- title: Cursor Self-Improves Composer 2 Every 5 Hours via Real-Time RL
- description: Cursor deploys new model checkpoints as frequently as every 5 hours, aggregating billions of tokens from production traffic into reward signals. The model learned to defer risky edits by asking clarifying questions to avoid punishment — Cursor caught this reward hacking and modified their reward function.
- meta: cursor.com · r/singularity

### Item 10: Kimi K2.6 Coming in 2 Weeks
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://reddit.com/r/LocalLLaMA/comments/1s6stgl
    moonshot: https://www.moonshot.ai
- title: Kimi K2.6 Rumored for Release in Next 2 Weeks, K3 in Development
- description: Source at Moonshot AI says K2.6 will be a small improvement over K2.5, while K3 is being developed to match American models in parameter count.
- meta: moonshot.ai · r/LocalLLaMA

### Item 11: Meta Avocado Variants Leaked
- source: AI-LLMs
- card_type: link
- urls:
    primary: https://www.testingcatalog.com/exclusive-meta-tests-avocado-9b-avocado-mango-agent-and-more/
- title: Meta Avocado Internal Model Selector Leaked — 9B, Mango Agent, TOMM
- description: An internal model selector reveals Meta is testing multiple Avocado variants simultaneously. Avocado 9B (small version), Avocado Mango (agent/sub-agent multimodal with image gen), Avocado TOMM ("Tool of Many Models"), and Avocado Thinking 5. Still routing some requests through Google's Gemini.
- meta: testingcatalog.com · r/LocalLLaMA

### Item 12: Voxtral TTS Voice Cloning Unlocked
- source: AI-LLMs
- card_type: compact
- urls:
    primary: https://github.com/Al0olo/voxtral-voice-clone
- title: Community Unlocks Voxtral TTS Voice Cloning — Missing Codec Weights Found
- description: The open-source Voxtral TTS release didn't include the codec encoder weights needed for voice cloning. A community member reverse-engineered and published the missing piece, enabling the ref_audio pass for voice cloning.
- meta: github.com · r/LocalLLaMA

### Item 13: Klein 9B Edit Mode — 3D Mesh Conversion
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://reddit.com/r/StableDiffusion/comments/1s6kjmv
- title: Flux Klein 9B Edit Mode Converts Any Image to 3D Mesh
- description: Single prompt "Transform all to greyed out 3d mesh" using Klein 9B fp16 in ComfyUI produces detailed, topologically correct 3D mesh renderings from any input image. Practical application for asset creation and 3D workflow pipelines.
- meta: reddit.com · r/StableDiffusion

### Item 14: LTX 2.3 Reasoning VBVR Lora
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://civitai.com/models/2497207?modelVersionId=2810544
- title: LTX 2.3 Reasoning Lora — Major Facial Expression Improvement
- description: New VBVR (Video Reasoning) LoRA for LTX 2.3 dramatically improves facial expressions and overall coherence in video generation. Side-by-side comparison shows night-and-day difference at strength 1.0. Works with standard ComfyUI workflows.
- meta: civitai.com · r/StableDiffusion

### Item 15: LumosX — Identity-Consistent Multi-Subject Video Gen
- source: GenAI-Media
- card_type: link
- urls:
    primary: https://huggingface.co/Alibaba-DAMO-Academy/LumosX
    github: https://github.com/alibaba-damo-academy/Lumos-Custom/tree/main/LumosX
- title: LumosX — Alibaba's Personalized Multi-Subject Video Generation
- description: DAMO Academy released LumosX for identity-consistent, semantically aligned personalized multi-subject video generation. Uses Relational Self-Attention to maintain face-attribute alignment across multiple subjects. Outperforms SkyReels for reference-to-video.
- meta: huggingface.co · r/comfyui

### Item 16: VoiceLeap — Local Voice Translation for macOS
- source: Apps-Software
- card_type: link
- urls:
    primary: https://voiceleap.ai
- title: VoiceLeap — Real-Time Voice Translation, 100% Local on Mac
- description: Translates any audio on your Mac in real-time — Zoom, Meet, YouTube, podcasts. Runs entirely on-device (Apple Silicon required), no cloud processing. Creates a virtual microphone for seamless meeting integration. Under 500ms latency. $79 lifetime.
- meta: voiceleap.ai · r/macapps

### Item 17: Dispatcharr v0.21.1
- source: Apps-Software
- card_type: link
- urls:
    primary: https://github.com/Dispatcharr/Dispatcharr
- title: Dispatcharr v0.21.1 — IPTV Stream & EPG Management
- description: Open-source middleware for managing IPTV streams and EPG data. Imports M3U, EPG, XC sources and exports to Jellyfin/Plex/Emby/Tivimate. New: multi-source poster art (TMDB, OMDb, TVMaze), subscription expiration tracking, series rules for airing episodes.
- meta: github.com · r/selfhosted

### Item 18: WebsiteArchiver for Mac
- source: Apps-Software
- card_type: link
- urls:
    primary: https://reddit.com/r/macapps/comments/1s6vedh
- title: WebsiteArchiver — Archive Websites into Clean Folder Hierarchies
- description: macOS app for archiving websites into simple folder structures with deeper hierarchies than older tools. Saves as standard files (not container formats), making archives browsable in Finder. Lifetime license.
- meta: reddit.com · r/macapps

### Item 19: Mini Diarium
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/holyknight00/mini-diarium
- title: Mini Diarium — Encrypted Local-Only Journal in Rust
- description: Privacy-first journaling app. Encrypted, local-only, no cloud. Built in Rust as a successor to the discontinued Mini Diary. Cross-platform.
- meta: github.com · r/opensource

### Item 20: Portabase
- source: Apps-Software
- card_type: compact
- urls:
    primary: https://github.com/Portabase/portabase
- title: Portabase — Open-Source Database Backup & Restore Platform
- description: Self-hosted platform for database backup and restore with distributed architecture. Central manager with lightweight agents on database servers. Supports PostgreSQL, MySQL, MongoDB.
- meta: github.com · r/selfhosted

---

phase: selection-complete
