Figr
Product + AI · 3-week contract · Apr–May 2026
a week after leaving FlytBase, the CEO of Figr reached out. not a full-time offer, an experiment. a month-long contract to figure out if there was something worth building together.
the role was unusual. not design - something closer to product and prompt engineering. my job was to refine the prompts inside their AI agent harness to improve output quality. I didn't open Figma once. worked directly in the backend. got to understand how prompts are structured, skills, referencing, LangSmith, LangFuse. made small, big changes to the prompts - raised four PRs in two weeks, two of which got merged. built a frontend clone of the product to test some feature ideas I had.
three weeks in, we wrapped it up early. a few things converged at once - I wasn't fully focused during that period, the role needed deeper technical ownership and faster shipping than I could give. got tons of good feedback.
proud of what I did ship. clear on what I'd do differently. actively filling the gap.











