Focus Areas & Capabilities
Product & Strategy
- Turning ambiguous problems into scoped, buildable products
- Making trade-offs between speed, quality, and leverage
- Shipping MVPs to learn from real usage, not assumptions
UX & Design
- Designing workflows users can understand without explanation
- Balancing power and simplicity in complex systems
- Using UX feedback and research insights to drive product decisions
Architecture & Operations
- Designing systems that tolerate failure and ambiguity
- Building internal tools that unblock real work
- Thinking in workflows, state, and recovery, not just features
Agent Engineering
- Loop Engineering for robust AI reasoning constraints
- Model Context Protocol (MCP) & Agent Mesh integration
- Retrieval-Augmented Generation (RAG) pipelines
- Autonomous Agent Creation via specialized SDKs and ADKs
Execution Stack
- Claude & Claude Code for AI-native workflows
- Google Anti-Gravity (Agent First IDE)
- Bubble.io for fast, real-world MVPs
- Figma, GitHub & Notion for operational clarity
Infrastructure & Cloud
- Google Cloud (GCP) & Digital Ocean for deployment
- Supabase & Vector Databases for AI-first backends
- Managing modern scalable system architectures