AI-Native Development

Multi-Agent Systems, Agentic Engineering, and AI Product Architecture — Practiced Daily, Not Theorized

I build and run multi-agent AI systems every day — they plan, write, review, and ship the software behind my own product portfolio. Everything on this page is something I already do in production, applied to your business.

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Adopt AI-Native Development

I've taken a production SaaS team from conventional development to AI-native delivery — agentic coding workflows, review pipelines, and standards that hold up in a real codebase, not a demo. I'll do the same for your team: assess where agents genuinely accelerate your work, set up the workflows and guardrails, and train your developers to run them.

Ready to change how your team ships?

Make My Team AI-Native >

Build Agents and MCP Integrations

Agents are only useful when they can touch your real systems. I design and build agent workflows and MCP integrations that connect models to your data, your tools, and your processes — with the permissions, evaluation, and fallbacks production software requires.

Have a workflow agents should own?

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Architect AI Products That Last

Model capabilities shift every quarter; your architecture shouldn't. I design AI products around stable seams — model-agnostic interfaces, structured evaluation, and clear boundaries between your product and the models it uses — so you benefit from every model release instead of being broken by it.

Building something AI-powered?

Architect My Product >

Route Work to the Right Model at the Right Cost

Not every task needs the most expensive model. I set up task-shaped model routing and cost strategy: matching each job to the model tier that handles it well, measuring quality, and keeping your inference bill proportional to the value it creates.

Is your AI spend earning its keep?

Review My Model Strategy >

Proof: A Portfolio Shipped This Way

The clearest evidence is the software itself. Progress — my team-activity intelligence product — is designed, built, and maintained with the same multi-agent workflows I set up for clients. The practice on this page isn't a pitch; it's how my own products get made.

Want your product built this way?

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Let's Apply This to Your Business

Whether you want your team shipping with agents, an AI product architected to last, or an honest read on where AI actually pays off in your operation, it starts with a conversation.

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