1. Software Development

Builds type-safe AI generation functions using Gemini structured output and Zod validation for guaranteed output format.

Tests API endpoints, middleware, and integrations using Vitest for request/response validation and error handling.

Updates Tailwind CSS configuration for custom themes, design tokens, and design system customization including colors and spacing scales.

Analyzes JavaScript bundles to identify large dependencies and optimize frontend performance for faster load times.

Automates CHANGELOG.md generation and maintenance using semantic-release and conventional commits for version history documentation in software releases.

Optimizes database query performance by adding indexes, preventing N+1 issues, and refining data access patterns for faster application responses.

Creates and optimizes database schemas using Drizzle ORM, ensuring proper relationships, constraints, and indexes for efficient data management.

Identifies performance bottlenecks and optimizes slow operations to improve application response times and resource efficiency.

Manages and executes tests in the Eventuras monorepo, including xUnit backend tests, Playwright E2E tests, and integration tests.

Analyzes and optimizes application performance including bundle size, render performance, and API response times for production builds.

Enforces per-user limits, global caps, and token quotas to prevent API abuse and manage usage budgets.

Provides comprehensive guidelines for Convex actions, API design, schemas, and TypeScript patterns in backend development.

Provides guidelines for implementing Convex mutation functions, including database operations, transactions, and scheduled jobs in backend development.

Manages message handling for agent conversations, including sending, saving, retrieving, and displaying conversation history with rich UI rendering.

Debugs agent behavior by logging LLM interactions and inspecting database state to resolve unexpected responses and data issues.

Manages conversation threads for organizing multi-turn chats, per-user history, and thread metadata.

Guides implementation of interactive node-based workflow visualizations using Vercel AI Elements and React Flow in Next.js applications.

Comprehensive guide for building full-stack applications with Convex backend and TanStack Start frontend, covering schema, queries, mutations, and development patterns.

Guides implementation of Convex query functions with best practices for definition, registration, calling, and optimization including pagination and indexing.

Step-by-step guide for configuring Better Auth authentication in Convex and TanStack Start projects, covering setup, environment variables, and auth flows.

Enables AI agents to securely interact with external APIs and databases via predefined tool definitions, ensuring clean integration and separation of concerns.

Enables real-time streaming of agent responses to clients without blocking, supporting responsive UIs and asynchronous communication for long-running processes.

Creates MCP servers using FastMCP framework with Python/TypeScript support, including agent design, Pydantic/Zod validation, and deployment patterns.

Manages TOML configuration file operations in Python, preserving comments and formatting with atomic updates using tomlkit/tomllib.