Pynapse is an open-source project documenting the real-world build of an algorithmic crypto trading system — from strategy research to live execution.
Code, research, and learnings shared freely. No products. No subscriptions. Just the work.
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Pynapse documents the end-to-end process of building, testing, and running an autonomous trading system — in public, with real numbers. The goal is to learn deeply, share honestly, and teach others who want to do the same.
Walk-forward validated backtests, regime detection, and honest performance reporting — including what doesn't work.
Open ResearchPython stack, database design, scheduling, dashboards, and the real infrastructure decisions behind a live trading bot.
Open SourceTransparent reporting of paper trading and eventual live results — Sharpe, drawdown, and everything in between.
TransparentGuides and write-ups for builders who want to understand algorithmic trading from first principles, not just copy code.
Free ForeverOpen-source utilities for backtesting, data analysis, and portfolio tracking — built and used in production.
MIT LicenseA place for serious builders to compare notes, challenge assumptions, and learn from each other's real results.
Coming SoonMost trading education sells the dream. Pynapse documents the process — including the bugs, the bad trades, and the decisions that had to be made before a single dollar went live.
The belief here is simple: if the system is real and the methodology is sound, sharing it openly makes everyone better — including the builder.