Private Access · Strategy Research System

Build strategies
that execute.

A graph-based research system for designing, testing, and iterating on trading strategies. Agent-assisted. Deterministic. Every run reproducible.

3
Pipeline nodes
DSL
Compiled strategy format
100%
Deterministic execution
BYOK
Your keys · your costs
// system.architecture

Fixed pipeline.
Every strategy.

01
DATA
Data
Symbol · provider · timeframe · range
02
SIGNAL
Signal
Entry and exit logic. DSL or custom.
03
FEATURE
Feature
Derived indicators and transforms.
04
BACKTEST
Backtest
Capital · commission · sim execution.
05
RESULTS
Results
Equity curve · Sharpe · trade log.
Agent LayerDescribe your strategy in natural language. The Agent compiles it into a validated DSL and populates the pipeline automatically.
// system.principles

Built for serious research.

Deterministic execution

Every backtest runs through the same validated graph. Same inputs, same outputs. No hidden state. No black boxes.

Graph structure over chaos

Strategy logic as a structured graph — visible, reproducible, editable. Not scattered across notebook cells.

BYOK infrastructure

Your API keys, encrypted and used exclusively for your requests. No markup. No lock-in. You control the cost.

Research-first design

Built for rigorous strategy testing today. Clear path toward paper and live execution when ready.

// access.model

Private rollout.
Limited onboarding.

Currently onboarding early users selectively. If you are building serious systematic strategies, request access below.

Full access to the node-based strategy pipeline
Agent-assisted DSL compilation from natural language
vectorbt backtest engine with real results
Stored runs · reproducible results · trade logs
Early access to orderflow features
Request Early Access →

Early users are onboarded individually.

// founder

"Built by Lion — architect turned systems builder."

Structural design thinking applied to trading research. Bringing order, clarity, and reproducibility to a domain too often managed through scattered notebooks and guesswork.

Not prediction. Not automation. Structured research infrastructure.