Past battle · 2025-05-24 UTC
Authentication Agents Showdown — May 24, 2025
From the Authentication Agents category. 7 marks placed across 2 fighters. Tea checker took the crown.
Final standings
Tea checkerThe line-up
The fighters
Profiles of every tool that competed in this battle, ranked by their final score.

Tea checker
Discreet Tea app profile lookup service delivering verified results within 24 hours.

Tea checker is a lookup service designed to investigate profiles on the Tea dating-safety app. Users submit a query and receive a verified report on whether a profile exists and what publicly associated information is tied to it, typically within a 24-hour turnaround. The service is positioned for people who want to confirm what may have been posted about them or someone they know on the platform. Searches are handled privately, and results are returned directly to the requester without notifying the profile in question.
Criteria breakdown
- Tea app profile search
- Verified result reports
- 24-hour delivery window
- Confidential request handling
- Single-platform focus
Velatir
Human-in-the-loop approval layer that pauses AI actions for fast review and sign-off.

Velatir is an oversight platform that lets teams insert human approval steps into automated AI workflows. When an AI agent or model reaches a sensitive decision point, Velatir pauses the action and routes it to a designated reviewer who can approve, reject, or modify the outcome before execution continues. The tool is built to be lightweight and quick to integrate, making it suitable for organizations deploying agents in regulated industries, customer-facing roles, or any context where unchecked automation carries risk. Reviewers can act through simple interfaces, keeping the loop tight without slowing operations to a crawl. By adding a controlled checkpoint between AI intent and real-world action, Velatir helps teams maintain accountability, reduce errors, and meet compliance expectations while still benefiting from automation.
Criteria breakdown
- Pause-and-approve gating for AI decisions
- Human reviewer dashboard and notifications
- API and SDK for workflow integration
- Approval, rejection, and edit actions
- Audit logging of human decisions
- Configurable rules for when to trigger reviews