1. Software Development

Automates creation of domain modules in packages/domain/src from Prisma schema models, streamlining backend domain layer implementation.

Comprehensive guide for implementing Serena MCP server to enable AI-driven code analysis with Claude Code, optimizing development workflows.

Runs CPython regression tests with parallel execution, per-test timeouts, and failure summarization for efficient Python interpreter validation.

Summarizes CPython test failures by grouping root causes and computing pass/fail counts for test files and cases from regrtest logs.

Fixes failing test cases by identifying root causes, adding minimal reproducers, applying targeted fixes, and validating results.

Performs code reviews to ensure style consistency, performance optimization, and maintainability prior to code integration.

Automates Python code quality checks using Ruff and dead-code analysis as a pre-release quality gate.

Systematic debugging approach using root cause analysis and hypothesis-driven investigation to resolve software issues.

Reviews code for bugs, security vulnerabilities, and suggests improvements to enhance code quality and maintainability.

Analyzes and optimizes code performance using profiling and benchmarking to enhance application speed and efficiency.

Enables safe code refactoring using design patterns, ensuring backward compatibility and incremental implementation.

Provides guidance on GraphQL integration patterns, query construction, and best practices for efficient client-side API usage.

Creates a Supabase and Vercel e-commerce platform with CMS, admin panel, and Stripe integration.

Generates Prisma repository modules for domain entities in specified directory structures, automating backend data access layer implementation.

Diagnoses and resolves common MobX reactivity issues in React applications, ensuring state changes trigger proper UI updates and re-renders.

Creates deterministic, non-sensitive WAV files via Python standard library for smoke testing without real audio data.

Provides code review capabilities with standardized guidelines and language-specific checks for Python and Go.

Generates base CRUD HTTP routes for domain entities with Fastify, using existing schemas and repositories, including nested sub-entities via prefixes.

Enables detailed execution tracing of Python scripts via sys.monitoring, allowing event filtering for precise debugging and performance analysis.

Runtime TypeScript validation library with 1:1 type syntax for creating validators, parsing data, and defining schemas using ArkType.

Implements new features in the table2image multi-agent system using Test-Driven Development (TDD) methodology with a structured six-phase workflow.

Generates entity ViewModels with property VMs, label converters, and test scaffolding adhering to MVVM patterns for new data models.

Manages application translations using the lingui library, enabling developers to add and modify translations within their codebase.

Builds interactive HTML artifacts for Claude.ai using React, Tailwind CSS, and shadcn/ui.