Knowledge Base

Technical deep-dives into the telemetry protocols and AI logic that power OBDAssistant.

Fuel Trim Mastery

Learn how to interpret Short Term (STFT) and Long Term (LTFT) fuel trims to find vacuum leaks and fueling issues before they trigger a P0171 code.

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CAN Bus Architecture

An introduction to the Controller Area Network (CAN) bus and how OBDAssistant fingerprints your vehicle's specific baud rate and protocol.

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The Sentinel Engine

Understanding the neural network layers behind our plain-English diagnostic insights and how we verify mechanical health with 94%+ accuracy.

White Paper

Optimal Sampling Rates

Why refresh rate matters in diagnostics. A guide to why OBDAssistant prioritizes high-frequency polling on supported ELM327 adapters.

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