Developer builds form text data recovery browser plugin with AI assistance

On 2026-11-03 17:39, a developer posted on V2EX about reducing human intervention and enabling automatic cross-validation among multiple agents. The post observes that while using agents has raised personal output, people still get more tired because they remain inside the loop: checking results and constantly correcting tasks that drift off course or contain design problems, making it hard to truly step back. To help agents understand tasks and improve delivery quality, some people provide more thorough context and reference material, and others try having multiple agents discuss and review each other. Because many products support Subagent collaboration, the poster worries that models from the same vendor may share similar blind spots, so they would rather bring in agents from different vendors for cross-validation. At present, they mainly use Markdown documents or copy-paste to let different agents review and challenge one another's proposals. This is somewhat effective, but passing information back and forth and coordinating the process still feels cumbersome. The post closes by asking whether there is a simpler way to let agents from different vendors collaborate and review each other automatically with less human involvement. So far this is only a single post, with no further developments reported.