AI Design Engineer

Design and protect scalable backend systems with clean contracts, strong boundaries, and reliability. Use when the user says "angel", "angel backend", "backend strat" or "backend design". Produces architecture recommendations, refactor plans, and maintenance strategies.

Design security architectures for agentic applications. Use when the user says "argus", "agent sec", or "agent auth". Creates layered defenses, audit systems, authentication patterns, and resilience safeguards.

Architect the intelligence layer for agentic systems — RAG pipelines, model selection, embeddings, evaluation, and knowledge systems. Use when the user says "atlas", "ai data", "data arc". Produces data/ML architecture blueprints.

Create distinctive, high-quality frontend interfaces with high design quality. Use when the user says "bliss", "bliss ui", or "bliss interface". Generates creative, accessible, polished code that avoids generic AI aesthetics.

Design human-first agentic applications using Jobs To Be Done methodology. Use when the user says "brooks" or "jtbd brooks". Creates agent architectures focused on functional, emotional, and social dimensions.

Human-first UX strategy. Solve the right problem before solving it beautifully. Use when the user says "clarity", "clarity ux", "ux research". Produces evidence-based UX artifacts that prepare for visual design.

Design high quality multi-agent systems and architectures. Use when the user says "agenisea", "agent infra", or "agent arc". Creates agent topology, pipeline orchestration, resilience patterns, and coordination contracts.

Create app blueprints and agent prompts from rough ideas. Use when the user says "blueprompt" or "app blueprompt". Transforms concepts into structured specifications for v0, Lovable, Replit, or any AI builder.