LLM trading agents
Build agents that observe markets, reason about edge, and trade on Limitless, with kill switches and prompt-injection defense.
Fast path · skip the curriculum
Just want to run the reference agent? Point your agent harness at the cross-market market-making bot: prove the hedge in a dry run, deploy it persistent on Railway, then put an AI agent on top to supervise. About 15 minutes, assumes you have done Setup.
Tier 1 · Foundations
Before the agent loop: provision local infrastructure and the operator dashboard you will watch every trading day. The rest of the academy assumes both are running.
Tier 2 · Agent basics
A 10-minute crash course on the Limitless API, then the building blocks every trading agent needs: tool use, the observe-think-act loop, and persisting position state.
Tier 3 · Building
Wire limitless-cli as an agent skill, gate trades on data freshness, bootstrap from agents-starter, and write custom skills when the CLI isn’t enough.
Tier 4 · Production
Deployment, monitoring, testing, kill switches, and prompt-injection defense: capped by an end-to-end production agent and a real cross-venue market-making agent run live.