Now

• Ship a few portfolio projects to production quality.
• Document architecture decisions and tradeoffs in public.
• Keep systems lean, observable, and easy to reason about.

Next

• Open-source selected components and internal tooling.
• Collaborate on applied AI systems where reliability matters.
• Deepen work on agent communication and structured context.