futures.exchange
An agentic copilot for futures — starting with crypto. Multi-agent analysis, risk-aware coaching, and a public accuracy ledger. Never execution.
What it is
futures.exchange is an agentic copilot that reads the market with you — starting with cryptocurrency futures (Bybit and Binance), and expanding across the complex from there: index, commodities, and prediction markets. Multi-agent analysis of price, flow, and macro; risk-aware coaching; and a journal that learns with you. Built for serious traders, friendly to new ones. It never places an order.
The wedge
- Tool-grounded multi-agent analysis — the model never invents numbers; it interprets values returned from tool calls, so it is architecturally incapable of fabricating a price. Indicators are computed deterministically, never by the LLM.
- A public, verifiable accuracy ledger — every published call is scored against realized market data. A credibility flywheel and a standing guardrail in one.
- Risk-aware coaching — the coach reasons about your risk limits — including prop-firm daily-loss and trailing-drawdown rules — and stops there. No order routing, ever.
- Per-user marimo notebooks — every logged-in user gets a live, isolated notebook over the same data.
Why analysis-only
Non-execution by design — the CFTC Reg 4.14 educational-publisher lane. No discretionary trading on a user’s behalf, disclaimers throughout. It keeps the product clear of the regulatory surface and focused on what actually improves outcomes: better reads and better risk habits.
Status & stack
R0 — foundations. A Turborepo / pnpm monorepo that builds green: the Astro marketing splash is live on the domain, the shared packages are implemented and tested, and the Next.js apps, Cloudflare Workers, and Python quant service are scaffolded and buildable. The first market pipeline is crypto futures (Bybit + Binance, behind a provider interface that later markets slot into). Under the hood — Next.js + Clerk on the app, Python / FastAPI on Cloudflare Containers, Neon Postgres + Drizzle + pgvector for data, and a Claude agent tier (Opus / Sonnet / Haiku) for orchestration, analysis, and ingest. Live placeholder at futures.exchange.