Practical guides / Research-first

Guides built around real questions

Guides for Polymarket BTC 5m automation: setup, safety, paper versus live trading, and backtest limitations.

Polymarket BTC 5m Bot: Windows or Linux VPS?

Compare desktop setup with self-hosted Linux deployment, prerequisites, updates and safe first-run checks.

A practical checklist covering provenance, keys, live-vs-paper evidence, operational failure cases and trading risk.

Learn what paper trading can test, what changes with real orders, and why simulated PnL is not proof of live profitability.

An evidence-focused explanation of settlement labels, executable prices, data timing, selection bias, production replay and execution risk.

For software configuration, licensing and safety-critical steps, consult the version-specific GitHub documentation.