1. Software Development

Designs system, technical, and deployment architectures, delivering comprehensive architecture documentation.

Assists developers with code editing, symbol search, and efficient code changes during project initialization and analysis.

Automates GitHub PR creation using a template, populates required fields, and returns the PR URL.

Automates isolated Git worktree creation with environment setup, branch name normalization, and dependency configuration.

Develops and debugs Streamlit data applications for Keboola deployment, validating data structures with Keboola MCP and following SQL-first architecture patterns.

Migrates Keboola Python packages from setup.py to uv build system with deterministic dependencies, following established migration patterns.

Provides a guide to initialize and set up new Keboola Python components using cookiecutter template for project scaffolding.

Builds production-ready Keboola Python components using best practices, architectural patterns, and code quality tools like Ruff and cookiecutter.

Specializes in debugging Keboola Python components using MCP tools, Datadog logs, and local testing to identify root causes and provide actionable fixes.

Develops and tests Keboola configuration schemas for UI elements, conditional fields, and sync actions using Playwright for validation.

Expertly writes and maintains unit, integration, and datadir tests for Keboola Python components using mocking.

Expert code reviewer for Python/Keboola components, providing actionable feedback on architecture, patterns, documentation, and Pythonic best practices.

Automates Storybook file generation for new components using project-compliant templates.

Structures software development tasks using vertical slicing and Test-Driven Development (TDD) to create testable, incremental implementation steps.

Provides RESTful API design utilities following best practices, including endpoint mapping, schema definition, and error handling for OpenAPI contracts.

Creates domain-driven design entity models by extracting entities, defining attributes, and modeling relationships and state machines from requirements.

Evaluates technology alternatives and documents architectural decisions in ADR format for clear technical decision records.

Enforces Test-Driven Development for production-quality tests aligned with requirements, using minimal mocking and strong assertions.

Guides SaaS system architecture with security-first design (ISO 27001), API specifications, and cloud infrastructure planning.

Creates technical specifications including system architecture, API contracts, data models, and security architecture to transition from PRD to implementation.

Supports AID Phase 4 development tasks: feature implementation, TDD, and code reviews for smooth transition to QA.

Provides a structured developer role within AID methodology for implementation, debugging, technical design, TDD, and code review processes.

Provides comprehensive code review for commits and pull requests, ensuring security, TDD adherence, code quality, and documentation standards.

Supports QA engineers in implementing AID methodology for test strategy, BDD scenarios, bug reporting, and flaky test prevention.