Design and build AI-native applications spanning agents, data, integrations, APIs, user interfaces, and background processing. Evaluate models, develop retrieval systems and AI workflows, create evaluations and regression tests, improve system performance and cost, and review production code. Collaborate with clients to assess feasibility, explain tradeoffs, and independently make architectural and implementation decisions.