The Build in Public campaign is nearing its halfway point. This week, we're reflecting on the progress—and priming the OLP Swarm with adaptive components ahead of the next phase: Strategy Agents.

Following last week’s release of Signal Agents, Co-founder and Head of Research Ethan Jackson shares key updates, including:

🔢 Statistical Agents that refine raw data for downstream Action Agents.

📰 A retroactive backtesting framework for evaluating Policy Agent strategies.

⚡️ The use of LLMs to enable adaptive, real-time decision-making.

He also offers an early look at the upcoming Liquidity Provisioning (LP) Agents—and how they’ll function within the swarm architecture.

Full demo below.

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We’re back with another update in our Build in Public Campaign—and this one’s packed with some extras! ⚡️

After the amazing community response to our Yapper Leaderboard on @KaitoAI and a surge of new members, we’re expanding the scope of this week’s update.

Instead of just one drop, Head of Dev Experience @web3contrail will be sharing two key insights.. 👇

🦾 An overview of our OLP Agent Swarm. If you’re new here, this will bring you up to speed on how we’re using agent swarms to reshaping liquidity provisioning in DeFi.

👀 A sneak peek at the OLP Swarm’s Observer Agent—get an under-the-hood look at how it operates within the protocol.

We look forward to continuing this momentum in the coming weeks! 👌