1. Software Development

Guidelines for Electron main process development, IPC handling, preload scripts, and native integrations (ffmpeg, whisper) with security patterns.

Provides testing patterns for n8n node integrations, covering API contracts, authentication flows, rate limits, and error scenarios.

Automates building iPlug2 audio plugin projects for macOS, iOS, and Windows with platform-specific configuration handling.

Automates building and executing iPlug2 iOS applications within the iOS Simulator for development and testing workflows.

Creates a new iPlug2 plugin project by duplicating TemplateProject from the iPlug2OOS repository.

Builds iPlug2 audio plugin projects using CMake with support for Ninja or Xcode build generators.

Provides comprehensive API testing patterns including contract, REST, and GraphQL testing for effective API strategy design and validation.

Applies Holistic Testing Model with PACT principles to design comprehensive test strategies for Classical, AI-assisted, and Agentic Systems, embedding quality into development.

Conducts context-aware code reviews to enhance code quality, testability, and maintainability, providing actionable feedback for development teams.

Applies London (mock-based) and Chicago (state-based) TDD methodologies to guide test-driven development practices in software engineering.

Strategic regression testing tool for verifying fixes don't break existing functionality, optimizing test suites, and enabling continuous feedback in development cycles.

Systematically designs test cases using boundary value analysis and equivalence partitioning to ensure comprehensive coverage and reduce redundant testing efforts.

Enables consumer-driven contract testing for microservices to ensure API compatibility, versioning, and backward compatibility using Pact.

Validates test suite effectiveness by introducing code mutations and measuring kill rate to identify weak tests and ensure bug detection.

Applies Extreme Programming (XP) practices such as pair programming, continuous integration, and sustainable pace to enhance agile development and team collaboration.

Prioritizes testing resources by focusing on high-risk areas through systematic risk assessment and strategic coverage decisions.

Unvarnished technical reviews for code, tests, and decisions, exposing flaws with surgical precision and zero sugarcoating.

Provides evidence-based code review using deductive reasoning to verify implementation claims, investigate bugs, and conduct root cause analysis.

Applies safe refactoring patterns to enhance code structure and maintainability without altering functionality.

Validates requirements traceability, acceptance criteria, and BDD scenarios to ensure complete coverage for software quality.

Applies context-driven testing principles to adapt testing strategies based on project-specific needs, avoiding rigid adherence to universal best practices.

Transforms passive test descriptions into active, observable actions for clearer and more testable specifications.

Seamless migration tool for Agentic QE projects from v2 to v3 with guaranteed zero data loss during version upgrades.

Implements Domain-Driven Design (DDD) architecture for Agentic Quality Engineering v3 with modular bounded contexts and separation of concerns.