Now your agent can trade perps for you on Coinbase Send “Connect to coinbase.com/skill.md" to your favorite LLM to get started

I built this Coinbase plugin for Omarchy Linux. View your portfolio balance, track any asset, and easily trade any asset on Coinbase. Coinbase also connects in to your favorite agent in Omarchy. The vision of an AI-enabled operating system is coming together. Thx @dhh for your infectious enthusiasm. To install: omarchy plugin add github.com/barmstrong/omarch… --enable

Nice Have your agent send us feedback right through our API Paste this into your agent: "connect to coinbase.com/skill.md" and follow the steps Then try doing any financial transaction. If it gets stuck, ask your agent to send us feedback on what it needs.

We were able to fine tune an open weight model (Qwen3.5-9B) on proprietary internal data at @coinbase, and it out performed frontier models, at much lower cost and speed, for a specialized task (fraud prevention in this case). I think we'll see more of this pattern inside companies. The frontier models are amazing generalists. But increasingly you'll see specialist models out perform on more narrow tasks, either working on teams, or by themselves. We're making it easy to fine tune models internally for our employees. We even have a skill for it in our internal harness that makes it easy to spin these up and start training them: "/fine-tune-and-serve-llm I want to fine-tune Qwen for payments risk review. help me get started" I imagine we'll have some backend services that could be replaced entirely by this new architecture.