Joined February 2026
2 Photos and videos
Treat prompts as first-class deliverables. Not random prompts or temporary instructions, but managed like code: version control, review, reuse and iteration. 👉martinfowler.com/articles/st…
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#ScalingSummitHK🚀 Excited to announce that Libra has been selected as one of the Top 8 AI Agent Demo Projects at Scaling Summit HK! 📷We'll be demoing our AI-native version control system,See you in Hong Kong!
Top 8 Selected AI Agent Demo Projects @ Scaling Summit HK 🇭🇰 Here’s what selected teams are building: 🔹Avinasi @BaraHealth_— Self-evolving health agent A health agent designed to prevent decline through continuous optimization. Tracks wearable data to generate personalized health goals and adaptive protocols. 🔹KOLECT @kolect_info — Social trading platform A sentiment-powered quant platform where social signals become executable strategies. Turning collective signals into real trading actions. 🔹DealAgent — From Chat to Commerce An ERP-native AI agent enabling commerce workflows without traditional frontends. Reimagining transactions through conversational interfaces. 🔹Awareness @AwarenessCloud — Memory layer for agents A cloud-based memory infrastructure enabling long-term memory for AI agents. Supporting multi-agent collaboration and persistent intelligence. 🔹CancerDAO @CancerDAOxyz — AI-driven cancer network A patient-data-driven network for personalized cancer management. Also building a community-driven data lake for biotech research. 🔹Syndicate — Multi-agent trading system A crypto trading system leveraging debate, self-critique, and causal reasoning. Moving beyond signal aggregation to structured decision-making. 🔹Libra @git_mono_AI — AI-native version control A version control system linking prompts, reasoning, and code. Enabling parallel workflows and multi-agent collaboration. 🔹MemExchange @youbetdao — Knowledge exchange for agents A decentralized protocol for agents to discover, trade, and reuse knowledge. Allowing agents to build on existing expertise. These are not just demos. These are early systems being built in real time. 👉 See them live in Hong Kong luma.com/TheScalingHK2026
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A video shows how Libra automatically captures the reasoning process of an AI Agent, persists the reasoning trace, and manages it as versioned metadata. youtu.be/-IpuHXU6gck?si=m3WQ… via @YouTube
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Libra v0.4.0 is out now, and our new official website is live 🚀 Website: libra.tools Libra’s vision is to build a native version control tool for AI Agents. 📺How Libra manages reasoning processes as versioned information ->> youtu.be/0hyrfIEnr2E

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Just read OpenAI's eye-opening piece on "Harness Engineering" – they built a massive product with ZERO manual code, all via Codex agents generating 1M lines, 1,500 PRs, at 3.5 PRs/engineer/day. But traditional Git? It's buckling under agent-scale chaos. openai.com/index/harness-eng…
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Agents thrive when the repo is "legible" – structured docs, prompts, and invariants that agents can access in-context. But Git treats these as "just files," losing intent & provenance. Quote: "Context is a scarce resource... Too much guidance becomes non-guidance."
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Big day! We're excited to announce our first public releases for the AI agent era: Mega v0.1.0 • Libra v0.1.0 • ScorpioFS v0.1.1 Git-compatible monorepo stack in Rust: petabyte-scale agent-native workflows. Thread 👇 #AI #Agent #Monorepo #Rust #VCS
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Mega Libra ScorpioFS = open pipeline for agents to clone, reason, edit & build at scale. MIT licensed. Rust-powered. Future-ready. Star, try, contribute! What will you build? 👇 #AI #Agent #VCS #Monorepo #Rust
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Rust-based partial Git turning into AI-native VCS! libra code opens TUI web server—AI (Claude/Gemini/Ollama etc.) helps code & commit right there.Git compatible, S3 big files, monorepo vibes. github.com/web3infra-foundat… #AI #OpenSource #Git
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