You are still shipping features, but each one feels heavier than the last. The system works, but every change takes more effort, and nobody is quite sure why. Tests feel brittle, the model is slipping out of sync with reality, and progress no longer feels safe.

That is the moment to bring me in. I help teams regain control by clarifying the domain, untangling what is there, and restoring confidence in how the system behaves.

When to reach out

If any of these sound familiar, it is time to talk.

• You are coordinating dispatch, scheduling, or resource allocation and the logic keeps breaking in new places.
• You are tracking money, inventory, or state and cannot trust the results without manual checks.
• You are running field operations that need offline sync or real time updates.
• You are integrating unreliable APIs or building LLM workflows and need predictable orchestration.
• You are growing and the code that once made sense now feels tangled.

Most teams reach out when the system is still working but starting to feel fragile. That is the best time to fix it.

What I do

Architecture reviews, focused consulting, and workshops. Also open to full time roles where thoughtful design matters. Remote, based in Seattle.

Let’s talk

Reach out on LinkedIn or email [email protected].