Blog

Notes & deep dives

Editorial pieces on the engineering and research side of trading. Education only — never advice or signals.

From Alert to Execution: A Decoupled Automation Architecture

A pragmatic pattern for turning TradingView alerts into validated, idempotent, observable messages — without coupling ingestion to execution.

Lookahead bias, survivorship, overfitting, ignored costs, and in-sample reporting — the subtle errors that make a backtest look better than reality.

Why we built a developer-docs-style platform for algorithmic trading education and tooling — and the principles behind it.