SQUAD

The Graph is a web3 protocol for organizing and accessing blockchain data 🧑‍🚀 Official account of The Graph ecosystem 🌐
thegraph.com

Web3 AI agents are only as good as the data they rely on—and most of that data isn’t built for them. 

On our latest /squad Community Call, Sam Green walked us through how he’s solving this. Sam co-founded @semiotic , helped build @graphprotocol , incubated @odos, and is now building Cambrian—a network that gives AI agents trusted, real-time data to make smarter on-chain decisions.

Founder @ /squad - Building the home for Web3 devs squadtalent.xyz

Some takeaways:

🔹 AI agents aren’t just chatbots—they’re automating on-chain execution.
DeFi strategies and trading are shifting from human traders to autonomous AI agents. But without reliable data, they fail. Cambrian provides real-time, verifiable data so they can execute effectively.

🔹 AI-managed liquidity is replacing passive pools.
Today, liquidity sits idle unless manually adjusted. AI agents can rebalance funds, optimize fees, and react instantly to market shifts—but only if they have the right data.

🔹 Data is becoming an “on-chain asset”—and AI will compete for it.
Just like traders pay for premium data, AI agents will soon compete for the best real-time feeds to stay ahead. Cambrian is building the infrastructure to make this a reality.

Sam broke it all down at a technical level during our community call.

Web3 devs, DM me to join the next one. 🚀