Fig. 10 · Work With Me
Let's talk
AI consultant. Los Angeles, California.
I like technically ambitious work with thoughtful people, especially when the AI matters but the people matter more.
What I like taking on
- Practical AI workflows
- I teach and build AI workflows for founders and independent builders: research, writing, operations, and decision-making systems they can keep using themselves.
- Internal operations workflows
- For companies, I build internal workflows that connect AI to the tools, files, and knowledge already in use. The work starts with the operation as it runs now, including where context gets lost and effort gets repeated.
- AI products for founders
- I work with founders and independent builders from an early idea through a working AI product. The implementation stays close to the person making the decisions, so the product can change as the problem becomes clearer.
- Agentic system architecture
- I built multi-agent coordination when it was still in its infancy: a single prompt fanning out into a family of agents in a coordinated dependency graph, each with its own role and tools, communicating through handoff notes instead of expensive cross-talk. I design structure so agent work becomes artifacts instead of fog.
- Evals, monitoring, and quality layers
- Checks that tell you whether the AI is doing the thing before a customer, teammate, or future version of you finds out the hard way.
- Claude Code + Codex, Agentic workflow hardening
- Thousands of hours with Cursor, Claude Code, and Codex. I can help design custom workflows, skills, agents, and configurations to make sure each run is better than the last.
- Memory, context, and knowledge systems
- Context is, in fact, everything, and it should not depend on whoever happens to remember it that week. I build the memory and knowledge layers that let people and agents hold their context: structured artifacts, richer recall, and transparency into exactly what the AI is referencing.
- AI product review and repair
- If an AI-assisted build mostly works but has become hard to debug, extend, or trust, I can review the product, trace where it is failing, and help turn the prototype into something you can keep building.
A good fit
- You care about the people using the system
- You want to build something meaningful, useful, or quietly life-improving
- You are okay starting with the messy version
- You want to learn
Not a fit
- Growth hacks
- Pure marketing funnels
- Work where the human consequences do not matter
Let's talk
I'm available for a quick call or a project review.
Project review
A one-time async review of the idea, the architecture, and what to build next.
- Architecture risks and bottlenecks
- Agent and workflow design
- Claude Code, cowork setup, and repo structure
- Memory, retrieval, evals, and reliability
- Vibe-coded or AI-generated projects that need a technical sanity check
- What to build next, what to delete, and what to ignore