SurfaceDocs + CrewAI: Publishable Agent Work Products

The Output Problem CrewAI crews produce real work. Research reports, competitive analyses, technical documentation, content drafts. You define your agents, wire up the tasks, call crew.kickoff() , and get back... a string. result = crew . kickoff () print ( result ) # 800 words of competitive analysis, dumped to stdout Now what? You copy-paste it into a Google Doc. Or write it to a markdown file that lives on your laptop. Maybe you pipe it into Slack. The work product your agents spent tokens and time producing gets treated like log output — ephemeral, unstructured, unshareable. This is a gap in the agent tooling ecosystem. We've invested heavily in making agents do work — better prompting, tool use, multi-agent orchestration. But we've barely thought about what happens to the output . Every team running CrewAI crews in production ends up building some bespoke viewer, or manually reformatting agent output into something presentable. It's the last mile problem nobody's solving at the fr