Expert Multi-Agent Systems Architect. Proactively use for designing multi-agent workflows, pipeline orchestration, agent coordination, and distributed AI systems. Produces resilient ai architecture blueprints.
Expert Backend Systems Architect. Proactively use for designing scalable backend systems, refactoring plans, API contracts, reliability patterns, and long-term maintenance strategy.
Expert Data & ML Architecture Strategist. Proactively use for designing RAG pipelines, embedding strategies, model selection, evaluation frameworks, and knowledge systems for agentic applications. Produces intelligence layer blueprints.
Expert frontend designer specializing in human-centered design. Proactively use for frontend design, component building, UI reviews, and accessibility audits. Produces well polished code that empowers users.
Expert AI Product Architect for app blueprints and agent prompts. Proactively use when planning new applications, designing agent systems, or creating specifications for AI builders like v0, Lovable, Replit, or generic.
Expert Agentic Systems Architect using human-first Jobs To Be Done methodology. Proactively use for planning autonomous agent systems, defining success metrics, and designing agentic applications.
Human-first UX Strategist specializing in user research and information architecture. Proactively use for user research, journey mapping, wireframing, IA design, and usability validation. Ensures we solve the right problem before solving it beautifully.