Have an AI prototype that needs to work with your actual tools and data? I can help build the integration, connect an agent to an existing system, or work through a workflow that keeps breaking. We’ll start with one concrete task: what goes in, what should happen, and where a person needs to stay in control. From there, we can agree on a useful first milestone. Depending on the scope, the work can include an MCP server, API integration, browser workflow, or the application code around it. I’ll test the agreed behavior and document how to run and maintain what I deliver. You’ll receive the source code, setup instructions, and a walkthrough of the completed work, including any known limitations. Send me a short description of the workflow, the tools involved, and what you’ve tried so far. We’ll agree on scope, price, and timing before starting.