1. Software Development

Provides Rust patterns for performance optimization, memory efficiency, and safe handling of unsafe code, emphasizing zero-copy deserialization and lifetime management.

Validates completeness and correctness of migration from Flow to Output SDK through a structured checklist.

Fixes ESLint issues in Output SDK code to ensure compliance with project conventions after migration or during new development.

Fixes non-determinism errors in Output SDK workflows, resolving inconsistent results and replay failures across runs.

Defines standard folder structure conventions for Output SDK workflows to ensure consistent project organization and development practices.

Generates Flutter code from Figma designs or screenshots, incorporating design tokens for consistent UI implementation.

Automates code quality checks with Black, Mypy, and Pytest to ensure consistent and reliable code.

Debugs VBA errors in Microsoft Access and implements professional error handling for robust application development.

Checks real-time status of Output SDK workflow executions, including RUNNING, COMPLETED, FAILED, or TERMINATED states for monitoring and debugging.

Generates standardized HTTP clients in src/clients/ for Output SDK to streamline external API integration and service abstraction.

Fixes missing schema definitions in Output SDK steps to resolve type errors, undefined properties, and validation failures at step boundaries.

Generates test scenario JSON files for Output SDK workflows, enabling test input creation, behavior documentation, and workflow testing setup.

Guides implementation of a Redis-based composite event bus pattern for real-time event routing and broadcasting using Redis Streams, Pub/Sub, and SSE.

Automates Test-Driven Development (TDD) through a structured workflow with phase gates for efficient, error-resistant code creation.

Generates workflow.ts files for Output SDK workflows to define functions, orchestrate steps, and resolve structural issues.

Fixes Zod schema import errors and type mismatches in Output SDK workflows to ensure consistent schema validation across steps.

Debugs HTML forms and JavaScript to identify and resolve frontend errors in web applications.

Converts Microsoft Access forms to HTML while preserving layout and functionality, enabling migration of legacy database interfaces to web applications.

Provides strategies for API versioning including URL-based, header-based, and breaking change management for scalable backend systems.

Debugs Python Flask API servers, identifying endpoint errors and CORS configuration issues for efficient development.

Offers accessible, consistent HTML form components (buttons, inputs, tables) for CONSYS applications.

Handles CQL type deserialization, schema validation, and UDT processing for Apache Cassandra data types.

Creates structured step functions in steps.ts for Output SDK workflows, enabling I/O operations, error handling, HTTP requests, and LLM call implementations.

Generates backend API endpoints to process and handle data from HTML forms, enabling server-side form integration.