Systematic self-debugging workflow for agents experiencing repeated failures, loops, or context drift.

Catch AI-assisted development blind spots with sandbox-mode API testing and bug-check workflows.

Trace user-facing button touchpoints through state sequences to uncover silent UI and state-reset bugs.

Write, optimize, and debug C++ applications using modern C++20/23 features and high-performance systems techniques.

Execute a disciplined, multi-phase loop to diagnose hard bugs, reproduce failures, and verify fixes.

Implement robust typed errors, retries, and error boundaries across TypeScript, Python, and Go.

Best practices, patterns, and code guidelines for developing and structuring GameMaker Language games.

Write, debug, and refactor JavaScript code using modern ES2023+ features and Node.js APIs.

Write, review, and debug idiomatic Rust code emphasizing memory safety and zero-cost abstractions.

Follow a strict four-phase investigation process to find root causes before proposing fixes.

Implement features and bug fixes by writing tests first and following the strict Red-Green-Refactor cycle.

Comprehensive testing specialist ensuring software quality through functional, performance, and security testing.