How does it work, anyway? Under the hood the infrastructure uses LLMs with very clever prompting and a ton of safeguards. It uses your uploaded resume and some info you provide at sign up (in addition to the job description) to intelligently answer whatever random questions the posting has. If it doesn't have a high confidence level in its ability to answer any of the questions, then the application will abort and notify you so that you can apply manually instead. There are also several defense mechanisms to deal with trick questions designed to catch bots. The system is designed to essentially make your applications seem like they are coming from a real human. Applications for all users are processed by a queue system that has built-in guardrails that do a few things:

Prevent applying to any single job board too many times a day to avoid being flagged as spam

Ensure each application is processed one at a time since humans don't typically apply to two jobs at once Double check that you haven't already applied to a specific position before

Spread out subscribed/zero-click applications throughout the day rather than all at once

Ensure any zero-click applications aren't generated for companies that you have already applied 3 times to in the last 3 months

If you subscribe to multiple different Saved Searches with different criteria, then they will be merged, ranked together, and the next best posting will be chosen to apply to

Take a look if you're interested and if you have any feedback you can shoot me a message in the comments, I'd love to hear it! Questions and criticism are welcome as well.