Built a tokenization-based static analysis engine in C++, detecting performance anti-patterns by tracking scope, variable lifetimes, and token context, producing JSON diagnostics with no external runtime dependencies. – Implemented a header-only micro-benchmark harness with IQR outlier removal and p95/p99 tail-latency tracking, measured up to 15× throughput improvement and shipped as an installable VS Code extension