What security issues do Trae AI apps have?
Get instant answers about your app's security.
Short Answer
The security issues specific to Trae AI apps are hardcoded secrets in generated code, missing database access controls, data privacy — code sent to bytedance. These aren't generic — they map to how Trae AI deploys and what stack it leans on.
Detailed Answer
The specific issues we find in Trae AI apps
- **Hardcoded Secrets in Generated Code** — Trae's code generation often includes placeholder API keys that make it to production.
2. **Missing Database Access Controls** — Generated database queries lack RLS or Security Rules by default.
3. **Data Privacy — Code Sent to ByteDance** — All code passes through ByteDance's cloud AI infrastructure for processing.
4. **Weak Authentication Patterns** — AI-generated auth may skip email verification and rate limiting.
Why these are the issues specific to Trae AI
Trae AI apps ship with a recognizable stack (supabase, firebase, postgres). The issue list above is what appears when you scan that specific combination. A Firebase-backed app would have a different top-5; a self-hosted Postgres deployment would have yet another. Context is everything.
What VAS checks in a Trae AI scan
- **Secrets Scan** — Find API keys and credentials in generated code.
- **Database Security** — Check RLS and access controls on data layer.
- **Auth Testing** — Verify authentication and authorization flows.
- **Headers & Config** — Test security headers and deployment config.
Security Research & Statistics
of Lovable applications (170 out of 1,645) had exposed user data in the CVE-2025-48757 incident
Source: CVE-2025-48757 security advisory
average cost of a data breach in 2023
Source: IBM Cost of a Data Breach Report 2023
developers using vibe coding platforms like Lovable, Bolt, and Replit
Source: Combined platform statistics 2024-2025
Expert Perspectives
“There's a new kind of coding I call 'vibe coding', where you fully give in to the vibes, embrace exponentials, and forget that the code even exists.”
“Vibe coding your way to a production codebase is clearly risky. Most of the work we do as software engineers involves evolving existing systems, where the quality and understandability of the underlying code is crucial.”
Check Your Trae AI App's Security
VAS scans for all the security issues mentioned above. Get a comprehensive security report in minutes.
Get Starter ScanMore Questions About This Topic
Which Trae AI security issue is most dangerous?
Hardcoded Secrets in Generated Code. Trae's code generation often includes placeholder API keys that make it to production. This is the highest-impact finding because it tends to expose the full dataset or grant lateral movement in one step.
Are these issues unique to Trae AI, or do they appear across platforms?
The patterns overlap with cursor, windsurf, bolt — all vibe-coding platforms share the "AI-generated code prioritizes functionality over security" problem. But the *specific manifestation* differs per platform. An exposed Supabase anon key is structurally different from an exposed Firebase config, which is different from an exposed Postgres connection string. The right scan is platform-aware.
How do I see which of these issues my Trae AI app has?
Run a VAS scan against your deployed Trae AI app URL. It checks every issue in the list above, confirms each by actually probing (not just reading headers), and prioritizes by severity with copy-paste fixes. Most Trae AI app scans return results in 2–3 minutes.
Explore Related Resources
More on Trae AI Security
Every angle of Trae security — from the specific findings we detect to step-by-step fixes.
Trae AI Security Scanner
Hub page: scan your Trae app for vulnerabilities.
Trae AI Security Risks
Specific risks we find in Trae apps, with real-world examples.
Trae AI Security Issues
Issues grouped by severity with detection and fix steps.
Trae AI Best Practices
Remediation playbook derived from Trae's actual failure modes.
Is Trae AI Safe?
Honest assessment of Trae's production readiness.
Trae AI Security Checklist
Pre-launch checklist covering every finding class for Trae.
How to Secure Trae AI Apps
Step-by-step hardening guide for Trae deployments.
Can Trae AI Apps Be Hacked?
Attack vectors specific to Trae and how they get exploited.