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Lab Notes

Ideas, discoveries and lessons from building real software.

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14 articles

Development & Versions2026-09-15

Protecting password reset from bots without adding a CAPTCHA

A field note on layered password-reset protection using a honeypot, minimum completion time and persistent rate limits, including the tradeoffs of each layer.

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Backtests & Experiments2026-09-10

ParitLab Wave1 Entry EA v2.04 — Development & Backtest

In development • Not yet for sale • No price set • No public EA download ParitLab Wave1 Entry EA — v2.04 An Expert Advisor for MetaTrader 5, developed from an Elliott Wave engine using confirmed swi…

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