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ALTA

Autonomous LLM Trading Asterism — research-only, evidence-first multi-agent opportunity discovery, audited Shadow expression, durable recovery, and a bilingual local operator console.

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agent-appevent-driven-architecturePythonllm-agentscodex-app-servershadow-tradingmarket-researchmulti-agent-systemsquantitative-financeresearch-softwarelocal-firstnode/pnpmoperator-consolenodeautonomous-agentsreact

ALTA (Autonomous LLM Trading Asterism) is a research-only, multi-agent system for market opportunity discovery using LLM agents. It includes audited Shadow expression, durable recovery, and a bilingual local operator console.

Reach for it when you want an evidence-first, research-only multi-agent framework for exploring trading opportunities without live execution.

Use it to

  • Run multi-agent market research with LLM agents
  • Evaluate strategies through audited Shadow expression
  • Operate the system locally via the bilingual console
  • Recover long-running agent runs with durable recovery
  • Study event-driven multi-agent architecture in quantitative finance

For Researchers and operators exploring LLM-driven trading research

Role
agent-app
Language
Python
Licence
Apache-2.0
Forks
55
Open issues
1
Last push
2026-09-13
Latest release
v0.25.0 · 2026-08-27
topicsllm-agentsmulti-agent-systemsquantitative-financeshadow-tradingoperator-consoleresearch-software