Founder of AppCubic — an applied AI venture studio. I turn research-grade AI into systems teams can actually run: agent workflows with clear tool boundaries, honest evaluation loops, and the products that grow out of them.

• App Automaton — the studio's open workshop. Portable skills for coding agents, document & web tooling, multi-agent orchestration, and pure-MLX models for Apple Silicon. MIT-licensed, built in public, used daily inside the studio.
• AppCubic Research — scientific and analytical workflows turned into dependable, repeatable systems.
• Venture & advisory — early product strategy, technical diligence, and incubation for AI-first teams.

_{…and more open source across @appautomaton →}