UplyFox
A browser extension and web control plane designed to make application assistance useful without making submission unsafe.
The operating problem
Job forms span frames, Shadow DOM, controlled inputs, and ambiguous controls; submitting is materially riskier than filling.
My contribution
Built grounded profiles, deterministic answers, form inspection, verified writes, attachment handling, tracking, and explicit submission approval.
System shape
The key decision
The system redacts and hashes the form, binds approval to that hash and exact target, consumes a one-time grant, then checks the page again before submission.
Reliability by design
Native setters and framework events are followed by read-back verification. Unknown portals remain inspect-and-fill rather than receiving unsafe navigation claims.
What the source proves
Honest limits
Broad real-ATS end-to-end validation is pending; five strict navigation adapters are implemented rather than universal ATS support.