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Explore the construction of three static instrumentation tools for C++ audio programming in this 15-minute conference talk from ADC 2025. Learn to build heap allocation trackers, function profilers, and data race detectors that elegantly enforce desired behavior within your C++ test suite without relying on runtime logging or postmortem analysis. Discover how to create code that observes itself and holds itself accountable for performance and behavior, utilizing the reflection capabilities available in the pre-C++26 world for both runtime and compile-time introspection. Understand how violations of performance, threading, or other behavioral rules can cause tests to fail, delivering fast feedback and confidence in your code. Get introduced to Qiti, an open-source profiling and instrumentation library that brings these concepts together into a practical extension of your testing framework, presented by Staff Software Engineer Adam Shield from Antares Audio Technologies who specializes in C++ and JUCE development.