1. Software Development

Creates and maintains runnable API examples for onboarding and smoke testing, ensuring end-to-end functionality and documentation alignment.

Verifies code quality via Rust (clippy, fmt) and Python (mypy, pytest) gates before PR submission.

Modern edge-native web stack for server-rendered apps with interactivity, using Hono, htmx, UnoCSS, and Cloudflare D1. Zero cold start, global deployment, $0/month on Cloudflare.

Enables secure JWT-based authentication with rate limiting for Next.js frontend and FastAPI backend, ensuring user-isolated API access.

Automates technical debt identification and resolution in codebases using RAG-powered continuous improvement loops, achieving 100% debt elimination.

Provides utilities for Next.js App Router patterns including Server Components, Client Components, and Server Actions.

Analyzes code change impact by mapping call graphs and dependencies to identify high-risk modules and provide ranked impact assessment for refactoring decisions.

Enforces code quality by monitoring deprecated code patterns and failing pre-commit hooks when counts exceed or fall below thresholds.

Enforces mandatory inline documentation comments in all code files to improve maintainability and readability.

Analyzes legacy codebases to map structure, data flow, and dependencies, generating Mermaid diagrams for improved understanding and refactoring.

Validates Python (FastAPI/Flask) API implementations against OpenAPI 3.x specifications to ensure contract compliance and prevent integration issues.

Conducts route-aware gap analysis for reverse engineering: compares specs to implementation in brownfield projects and validates spec completeness for greenfield projects.

Creates Next.js API routes with Firebase, supporting CRUD operations, pagination, authentication, and file uploads with built-in error handling.

Enables safe code injection into legacy systems using feature flags and fallbacks for controlled rollouts, A/B testing, and refactoring.

Manages Expo, Turso, and Drizzle ORM development workflows including app startup, dependency installation, and database migrations.

Analyzes Rust code for performance bottlenecks and memory inefficiencies using dynamic profiling and static analysis to suggest optimizations.

Provides programmatic access to AI coding agents (Codex, Claude Code) via background processes for seamless development integration.

Enables safe implementation and modification of Rust functions exposed to Python using PyO3 in the eo-processor for compute kernel integration and bug resolution.

Provides tools for testing Midnight smart contracts via simulators and unit tests, including environment setup and circuit debugging.

Builds accessible web forms using Astro, Svelte, and Tailwind CSS for modern, responsive user interfaces.

Provides TypeScript-based tools for building dApps with wallet connectivity, smart contract deployment, and frontend integration.

Provides utility-first CSS styling for building responsive, customizable user interfaces with Tailwind CSS v4.

Provides comprehensive Rust development guidelines covering error handling, safety, performance, and common pitfalls for both new and experienced developers.

Scaffolds new Next.js API routes following framework conventions for endpoints and routing.