Turgon's Agentic Web Platform

At Turgon.AI, a significant chunk of client data lives behind vendor portals with no API, only a login page and a browser. Instead of fragile, hardcoded Playwright scripts that break on every UI change, the team built an agent-based platform: a FastAPI backend that takes a task (URL, credentials, plain-English objective), runs a Claude-powered browser session via LangGraph, and delivers results to a callback endpoint with files uploaded to S3. The real challenge wasn't making an LLM drive a browser — it was building session memory, conservative write strategies, two different MFA patterns, and startup diagnostics that make it reliable enough to run production workloads unattended.