Build enterprise-grade NestJS backend applications with modular architecture, dependency injection, and testing patterns.

Build game systems, implement engine features, and optimize performance with structured guidance.

Apply Clean Architecture patterns, module structures, and data layer guidelines to Android and KMP projects.

Design and optimize AI agent action spaces, tool definitions, and observation formatting.

Generate a comprehensive technical due diligence report from a target codebase for M&A or investment.

Design high-level system architecture, evaluate technology trade-offs, and write Architecture Decision Records.

Translate product intent and roadmap asks into implementation-ready capability plans and constraints.

React composition patterns and architecture rules for building scalable component libraries.

Design deep modules with a shared vocabulary, small interfaces, and clean code seams.

Build robust PHP 8.3+, Laravel, and Symfony applications with strict typing, static analysis, and testing standards.

Sharpen project terminology and design decisions by actively maintaining glossaries and architectural records.

Implement Clean Architecture patterns in Flutter and Go applications with strict layer separation.

Design GraphQL schemas, implement Apollo Federation, and build real-time subscriptions.

Production-ready Dart and Flutter patterns covering null safety, immutable state, architecture, and navigation.

Design distributed microservices architectures and decompose monoliths using domain-driven design principles.

Analyze unfamiliar codebases to generate a structured onboarding guide and architecture map.

Implement scalable backend architecture patterns, database optimization, and API design best practices.

Architect cloud-native Java services with Quarkus 3.x, Apache Camel, and Panache patterns.

End-to-end methodology for adding machine learning algorithms to existing non-ML codebases.

Guide domain structure decisions for multiple products or brands, choosing between subfolders, subdomains, and independent domains.

Build production-grade Django apps and DRF APIs using proven architecture and ORM patterns.

Optimize brand search for companies with multiple domains using a hub-spoke SEO strategy.

Structure information environments with navigation patterns, taxonomies, and clear site maps.

Map, analyze, and redesign the systems, services, and data flows behind product experiences.