1. Software Development

Ensures technical rigor in evaluating feedback prior to implementation, preventing incorrect or unverified changes.

Creates interactive HTML visualizations of project structure, dependencies, and statistics for codebase overview.

Enables safe construction of parallel system architectures while maintaining existing functionality and preventing regressions.

Implements or refactors a Python command-line tic-tac-toe game with core gameplay logic, including board model and move validation.

Assistant for Viviana Poveda's psychology blog, handling Supabase backend setup, database queries, post management, and admin panel development.

Provides constructor-based MapStruct patterns for compile-time safe DTO mapping in Jakarta EE applications.

Automatically enforces project architecture guidelines during code development to maintain consistency and design integrity.

Generates Angular 20 standalone components with modern patterns including Signals, input/output functions, and control flow directives for reactive UI development.

Coordinates parallel code development tasks using git worktrees, enabling sub-agent delegation for multi-part implementations.

Comprehensive SDK for controlling Reachy Mini robot hardware, including motion, camera, audio, and LLM integration capabilities.

Integrates Blueprint multi-tenancy pattern into features, implementing access control, ownership management, and resource isolation.

Automates GitHub pull request creation with issue linking and conventional commits to streamline code integration workflows.

Performs comprehensive code reviews for pull requests, assessing quality, test coverage, security, and adherence to best practices.

Identifies and documents the architectural structure of a codebase to establish context for development and maintenance tasks.

Reviews FastAPI endpoint status including async patterns, Pydantic models, caching, and error handling for robust API development.

Creates new backend services with API endpoints and business logic for application functionality.

Checks build tools, test runners, benchstat, git, and database access to ensure environment readiness for software optimization work.

Reviews code changes against specifications to identify drift and principle violations before pull request submission, ensuring adherence to project standards.

Enables safe large-scale code refactoring with shadow mode execution and automated rollback for risk mitigation.

Salvages incomplete optimization work by generating missing benchmarks and validating claims to ensure performance correctness.

Creates a new Python indicator within the AERA platform for custom metric implementation.

Performs structured code edits using Abstract Syntax Tree (AST) awareness to prevent syntax errors and preserve code integrity.

Determines project type and summarizes the optimal technology stack for development needs.

Verifies feature changes via AERA Debug mode, enabling validation through Debug UI and adding debug-only probes for observability.