VibeEval

The product is a SaaS security smoke test that probes live web apps with 310+ attacker-style checks to find exploitable issues such as exposed API keys, missing row-level security, and authentication bypass, providing a captured exploit proof verified by a security engineer. It sells to developers, IT teams, and founders at startups and small businesses shipping AI-generated code. It is positioned against traditional static scanners by testing the running application dynamically and only reporting human-verified, reproducible findings.

Key features

• Probe live app with 310+ checks
• Detect exposed API keys in frontend
• Test row-level security bypass
• Test auth bypass and IDOR
• Map routes endpoints and parameters
• Replay exploit in sandbox
• Human engineer verifies every finding
• Provide request response and cURL proof
• Deliver findings via Slack email webhook
• Provide paste-ready fix prompts