Building @gia @ https://xitter.cf/t.co/Q7ibx6c3uW

Sydney, Australia
Joined March 2009
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Replying to @orenaksakal
it will be perfect when cloudflare releases containers in prod
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Replying to @davidzech27 @thdxr
They people that are mystified by MCP don’t know what tool calling is
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I like the ide. I used it for probably 6 months. But the AI isn’t close to cursor yet
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Using @tanstack start + query + virtual is a bit op tbh. Making life easy for me! I'm using virtual for the swarm logs in @gia
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Replying to @farbautie
Drop tRPC and go with just Tanstack Start
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My name is Tim. I live on the beach in beautful Sydney, Australia. I'm here to build great software, make friends and partnerships and try to make my mark on the world. I'll be posting periodically about the technical aspects of gia, challenges I'm having, what's going well and what's not and how we're solving hard problems
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On a personal note, it's been absolutely wild to see how much interest there is for gia. There's a hunger to build AI into businesses and people don't know how. I can't wait to see what everyone builds.
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We're taking beta signups - share what you want to build so we can start a chat and plan for your use case. We're building for entrepeneurs - if you're one we'd love to hear from you. But don't be shy - you can just say "let me in!" and i'll make sure you're one of the first 😂 dexfi.ai/
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You can build chat agents with gia and put them where you want them - telegram, discord, wechat, on your website, etc These chat agents can access your swarm's data allowing you to build highly intelligent chatbots - they even remember individual user information. You can mix chat bots with reflective agents with events in any combination. We're not here to judge
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We're building knowledge stores - databases that swarms can define, refine themself and then populate with data. Web scraping, googling, watching email, rss feeds etc. Any information coming into your swarm can potentially be a source of data that you want to structure and store. You'll can share (and monetise) these in the marketplace so other people can access the information your swarm has collected People can also build swarms that are triggered from events coming from your database enabling some pretty wild use cases
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Give your agent a brain 🧠. Gia learns. Multiple layers of memory gives swarms the ability to reflect and learn, self refine goals / ambitions / strategies and remember every detail. This video is a great resource to learn more about this youtube.com/watch?v=VKPngyO0…
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Share your work with the world in the marketplace 🛍️ And If you're not interested in getting into the weeds you can compose the swarm that you want from custom agents, custom tools, agent clusters, knowldge stores (more to follow). Or do a little of both - totally up to you.
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Swarms are made up of clusters of agents running the best in class agent architectures. We'll be expanding on these constantly - but right out of the gate we're leaning on the best and giving you the ability to implement the highly reliable architectures that Anthropic recommends anthropic.com/research/build…
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Philosphy of enable the builders - you can write your own prompts, you can pre-populate them with data to improve reliability, you can chain one after the other and create control flows to move between them and you can add pre-built integrations as tools your agent can call. You can compose agents into custom clusters and wrap them all up in custom swarms sharing knowedge, memory and learnings between all your agents. We've also started planning allowing you to run your own custom code 🤓
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Event driven - this means while nothing is happening your swarm is dormant 💤 Then when something happens we spring to life ⚡️ We use technologies like kubernetes to automatically scale compute and apache pulsar to handle enormous amounts of events with ease
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Gia can react in real time to events on chain and in the real world. Gia can also periodically reflect, plan and refine so that reacting to events becomes more reliable.
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It's not just for blockchain - we're having conversations with people about ecommerce, medical, real estate, and more. Gia's will be the go to place to build vertically integrated AI agents for any industry. Did you know the first vertically integrated AI agent sold for $650 million? It's the next big thing in AI automation and we're building for it. youtube.com/watch?v=ASABxNen…
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Gia is an a serverless AI swarm builder running enterprise grade infrastructure. That means you can build any swarm, AI team, simple agent for anything you need and we'll look after making sure it runs smoothly. The marketplace enables builders (devs, quants, analysts, marketers, web designers, etc) to share their creations so we can all build amazing things.
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