Non-members reading private event details
Qircl's architecture centers row-level scoping so event visibility follows circle membership and invite state.
Security and Trust
The Architecture
of Trust.
Security architecture is part of the product story, not just the engineering backlog. Qircl's public site summarizes the security posture we're building toward so users understand what the product will protect and why that matters.
Hidden events leaking through counts or previews
Secret or shadow-style visibility fails closed, with empty-state behavior instead of revealing that something exists.
Photos exposing location metadata
Uploaded event media passes through EXIF stripping before it becomes viewable. No raw metadata is ever served.
Carpool or ride data leaking outside the right circle
Route and ride details are visible only to the participants and scoped circle members who need them.
AI pipelines receiving sensitive personal context
AI orchestration uses minimized, purpose-bound inputs and keeps identifying detail out wherever possible.
Rate Limits
Public website forms and previews are throttled to reduce abuse. The product roadmap also scopes limits for AI usage, broadcasts, photos, and invite attempts.
Invite Scoping
Private circles, event invite links, web RSVP, and future browser routes are designed around explicit invite boundaries rather than public discoverability.
Data Minimization
The website stores only the fields needed for waitlist, newsletter, and contact workflows. The product roadmap keeps the same minimization mindset.
Security is not a feature toggle.
It is the foundation every other Qircl feature is built on. Privacy, scoping, and trust signals are woven into the architecture from the start.