Mochan.pg (@0xMochan) header
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Founding Engineer @ryzomeai

Joined January 2022
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OpenAI is down! Good thing Rig agents let you easily switch to another provider like Anthropic, or more 👀 Or, you also can use the fantastic @ollama project to spin up llama3.2 API server. Local models will never let you down 🙂
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Pretty interesting to see their skills here. I'm not exactly sure what their plan is here.
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But I guess it's using pi-agent 👀 @pidotdev
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Apparently Spotify has their own AI chatbot now?
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Built with rig 🤝
IronClaw (@near_ai, Rust) is the most architecturally serious alternative. Built by @ilblackdragon as a direct response to OpenClaw's security failures. Tools and channels run in isolated WASM containers with capability-based permissions. Credentials live in an encrypted vault and are domain-scoped. That directly blocks the exact exfil vector, where a ClawHub skill was silently curling credentials to an attacker-controlled server. Auth is handled entirely outside the LLM flow. All arbitrary code runs inside Docker containers. Network calls are intercepted and checked for data leakage and prompt injection. Gateway defaults to 127.0.0.1 instead of OpenClaw's catastrophic 0.0.0.0 binding. And it leverages NEAR AI infra for confidential and anonymized inference. Apache-2.0 licensed, no OpenAI ties.
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I've been using ryzome to help me organize some recipes that I capture from YouTube. What's really nice is that even if there are 4-6 recipes showcased in a video, I can easily grab specific ones into their own nodes + make alterations based on my diet!
I'm really excited to share the latest feature in Ryzome: YouTube drop-in. Picture this. It's 2 a.m., physics exam tomorrow. You're knee-deep in YouTube, bouncing between Professor Leonard and Khan Academy, maybe throwing in some random guy who explains electrodynamics better than anyone on the planet. We've all been there. 1/3
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Mochan.pg retweeted
What if your second brain could actually think with you? Today, we're proud to release Ryzome - where your knowledge comes alive with AI. So, what exactly is Ryzome? and how is it changing the way people think, create, and do work? Thread 👇[1/12]
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goated framework gets more goated. shoutout @joshmo_dev for keeping this going at MACH-10 🫡
It's been a while since I wrote about Rig and its evolution. Watching the momentum build has been incredible—from developers worldwide contributing daily, hobbyists shipping weekend projects, startups building core AI features, and established businesses adopting Rig for production systems. It's apparent there's an amazing story around Rig, and I'm so proud of the work by the team and contributors to the Rig library. This thread is a letter reintroducing the Rig library to newcomers and providing updates on recent exciting developments. Let's dive in, shall we? (1/14)
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Mochan.pg retweeted
We believe ideas deserve space to breathe. To flow. To connect. Today, we're reimagining how ideas become reality, and thoughts become action with Ryzome Canvas (beta)—your AI-augmented workspace where thinking becomes visible. This is just our first chapter. We have a long road ahead toward building the intuitive AI extension of the mind we envision. (1/2)
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Open source technology is the future 🫡
We recently hosted an AMA with industry leaders to explore the rise of multi-agent intelligence in DeFi. @arcdotfun Founding Engineer @0xMochan shared his insights on what's possible when open source tech meets Agentic innovation. Check it out below.
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Fun fact, o1-mini is the only model that crashes if you set a system message instead of a developer message. Even o4-mini is fine! @OpenAIDevs what?
Can anyone explain to me why o1-newer models need their system prompt as a role of "developer" instead of "system"?
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Can anyone explain to me why o1-newer models need their system prompt as a role of "developer" instead of "system"?
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See you there 🫡
Today at 10AM ET, @PeiChen01 will be sitting down with some of the leading AiFi minds including: @TheoriqAI CEO @ronbodkin @elizaOS CPO @Esk3nder @arcdotfun Founding Engineer @0xMochan @MorpheusAIs CEO @kcdenman @gizatechxyz CEO @renckorzay @autonolas Founder @david_enim Plus a bonus guest! 👀 You don't want to miss this one.
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Looking forward to chatting about agentic economies on Thursday!
This year has marked a major shift toward agents delivering real financial utility. 🔆 As agents in DeFi gain momentum, we’re bringing together leading projects to explore the power of agent-to-agent economies, where AI-powered systems exchange compute, data, and services to drive efficiency and innovation across decentralized markets. This Thursday at 10AM ET, @PeiChen01 will moderate this fire panel of industry leaders. @TheoriqAI CEO @ronbodkin @elizaOS CPO @Esk3nder @arcdotfun Founding Engineer @0xMochan @MorpheusAIs CEO @kcdenman @gizatechxyz CEO @renckorzay @autonolas Founder @david_enim You won't want to miss this one.
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They tell you zero-cost abstractions are free. They don't tell you that it may cost your sanity.
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bullish on building in open source 🫡🫡
getting paid is a great feeling getting paid to work in open source? even better
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Open source is the core of all computing. I plan to continue contributing to open source projects for the entirety of my career.
Great research on open-source by @Harvard: - $4.15B invested in open-source generates $8.8T of value for companies (aka $1 invested in open-source = $2,000 of value created) - Companies would need to spend 3.5 times more on software than they currently do if OSS did not exist I suspect that these numbers and impact are even greater for AI than for software (would be great to study!)
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There's so many PRs being reviewed and merged by the team into Rig every week that I actually have a reason to dive into @github's merge queues to help balance it all.
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Async closures, my beloved 🤩
Rust 1.85.0 has been released! 🌈🦀✨ Not only does this release add async closures, it also includes a whole new Rust Edition, Rust 2024! 🎆🚀 Check out the blog post for an overview of all the changes and additions: blog.rust-lang.org/2025/02/2…
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