1. Software Development

Delivers rapid code and plan reviews emphasizing quality, security, and test coverage for early issue detection.

Conducts final code and plan review using Codex as the concluding step after sonnet and opus models.

Provides in-depth code and plan reviews for architecture, subtle bugs, and test quality to ensure robust software after initial analysis.

Guides developers through Test-Driven Development (TDD) workflow for feature implementation, emphasizing test-first coding practices.

Provides RSpec test best practices for Ruby on Rails applications, covering model, controller, system, component, service, and integration tests.

Automates TDD-based feature implementation from Linear issues, including code reviews and PR creation with Linear integration.

Guides adding new write operations to the backend using Event Sourcing, Wolverine commands, and projections for event-driven architecture.

Runs unit tests to verify business logic, components, and code analyzers for API Service and Analyzers.

Generates API endpoint integration tests with Server-Sent Events (SSE) verification using TUnit testing patterns for new endpoint validation.

Guides developers in implementing new Blazor frontend features with reactive state, optimistic updates, and cache invalidation patterns.

Enables parallel code reviews using specialized agents for security, architecture, and performance with concurrent execution and consolidated reporting.

Debugs Server-Sent Events (SSE) failures causing real-time frontend update issues from data mutations.

Creates optimized read models from event streams using Marten for CQRS applications.

Ensures new features meet quality standards by running compilation, formatting, and comprehensive tests as part of the development workflow.

Automates cleaning build artifacts and rebuilding a solution to resolve transient build errors and stale dependencies.

Generates event-sourced aggregates with Apply methods, event handling, and Marten configuration for domain entities requiring event sourcing.

Debugs HybridCache and Redis caching issues, including incorrect data caching and invalidation, to resolve mismatched cache hit/miss rates.

Guides implementation of new backend read operations with Marten, covering queries, projections, caching, and pagination.

Runs the full integration test suite for the BookStore application to verify system-wide behavior and functionality.

Generates and enhances tests using TDD to ensure comprehensive coverage for unit, integration, and edge cases upon feature implementation or low coverage.

Auto-generates Mermaid diagrams from Python modules to visualize dependencies and detect stale architecture diagrams during development and code reviews.

Automates creation of detailed pull request descriptions, test plans, and context from code changes for efficient code reviews.

Automates code quality audits with GitHub issue creation, PR generation, and PM-prioritized refactoring recommendations for technical debt management.

Generates behavior-driven tests for CLI, TUI, Web, and Electron applications using AI agents to validate external interfaces without internal code knowledge.