Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
Onestop: AI Complaint Agent Workflow
Learn to build an AI agent that scouts and fills real complaint forms by layering LLM interpretation with deterministic code execution for reliable workflows.
I built Onestop, a chat-first complaint agent that turns a user’s issue into an execution workflow: it extracts the complaint from natural language, plans the escalation path, drafts the complaint email, and for verified portals like CASE Singapore, scouts the live web form and attempts a browser fill through a Form Genome pipeline. The demo is intentionally technical and code-first: a FastAPI orchestrator, structured complaint state, Playwright-based browser execution, and truthful fallbacks when a route is not production-safe.