Architecture Services
Expert architecture consulting services and strategic guidance.
Services (13)
AI-Assisted Development Workflows
I help engineering teams adopt AI-assisted development effectively, establishing workflows with tools like Cursor and Copilot, code review standards, team guardrails, and practices that improve productivity without sacrificing quality.
API-First System Design & Versioning Strategy
I help design API-first architectures that enable integration, support evolution, and maintain backward compatibility – focusing on design principles and versioning strategies rather than specific protocols.
Caching & Performance Architecture
I help design caching and performance architectures that scale efficiently and maintain responsiveness – focusing on architectural patterns and system-level strategies rather than micro-optimizations.
Containerization Readiness Audit
I assess your system's readiness for containerization, evaluating architecture, dependencies, and operational patterns – helping you understand what's needed before containerizing your platform.
Data Modeling & Integration Strategy
I help design data models and integration strategies that scale efficiently, maintain consistency, and support business growth – focusing on architectural patterns rather than specific database technologies.
Disaster Recovery & Resilience Design
I help design disaster recovery and resilience architectures that protect against failures, minimize downtime, and ensure business continuity – focusing on strategic design rather than operational implementation.
LLM Integration Architecture
I help teams evaluate LLM integration approaches for products and engineering workflows, including provider tradeoffs, API boundaries, operational guardrails, cost and reliability considerations, and integration into existing systems.
Multi-tenant SaaS Architecture Advisory
I help design and validate multi-tenant architectures that scale efficiently, maintain data isolation, and support diverse customer needs – focusing on platform-level thinking rather than implementation details.
AI Integration Assessment & Strategy
I assess where AI can add value in your products and internal workflows, identifying opportunities for practical integration that solve real problems rather than chasing AI hype.
Product Architecture Review
I provide comprehensive architecture reviews that evaluate system design, scalability, maintainability, and technical decision-making – focusing on architectural judgment rather than framework-specific details.
RAG Architecture & Integration
I help teams evaluate and implement practical retrieval-augmented generation (RAG) architectures, including retrieval pipelines, grounding strategies, operational tradeoffs, and integration into existing engineering systems.
Technical Debt & Risk Audit
I conduct systematic audits that identify technical debt, assess risks, and prioritize remediation – helping teams understand what's slowing them down and what needs attention before it becomes critical.
Vector Database & Semantic Retrieval Strategy
I help teams evaluate vector database approaches and semantic retrieval architectures, including embedding workflows, operational tradeoffs, and integration patterns for AI-powered applications.