Took Balsamiq's AI from prototype to production
As a core developer and architect, I designed and built the LLM backend behind Balsamiq's AI: the workflows, an MCP layer so the model can act on product data and core logic, and guardrails on its output.
The image-to-wireframe workflow, which I first prototyped years before the current AI wave, is now the AI feature customers are happiest with.