What security issues do Devin AI apps have?
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Short Answer
The security issues specific to Devin AI apps are no human-in-the-loop for security decisions, exposed api endpoints, insecure dependency choices. These aren't generic — they map to how Devin AI deploys and what stack it leans on.
Detailed Answer
The specific issues we find in Devin AI apps
- **No Human-in-the-Loop for Security Decisions** — Devin makes architectural choices autonomously that have security implications.
2. **Exposed API Endpoints** — Autonomously created API routes may lack auth middleware.
3. **Insecure Dependency Choices** — Devin may install packages with known vulnerabilities.
4. **Missing Access Controls on Data** — Database tables and APIs may be accessible without authorization.
Why these are the issues specific to Devin AI
Devin 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 Devin AI scan
- **Code Audit** — Review autonomously written code for security patterns.
- **Dependency Check** — Scan installed packages for known vulnerabilities.
- **Auth Verification** — Test all endpoints for proper authentication.
- **Data Access** — Verify database access controls and data exposure.
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.”
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Get Starter ScanMore Questions About This Topic
Which Devin AI security issue is most dangerous?
No Human-in-the-Loop for Security Decisions. Devin makes architectural choices autonomously that have security implications. 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 Devin AI, or do they appear across platforms?
The patterns overlap with cursor, claude code, copilot — 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 Devin AI app has?
Run a VAS scan against your deployed Devin 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 Devin AI app scans return results in 2–3 minutes.
Explore Related Resources
More on Devin AI Security
Every angle of Devin security — from the specific findings we detect to step-by-step fixes.
Devin AI Security Scanner
Hub page: scan your Devin app for vulnerabilities.
Devin AI Security Risks
Specific risks we find in Devin apps, with real-world examples.
Devin AI Security Issues
Issues grouped by severity with detection and fix steps.
Devin AI Best Practices
Remediation playbook derived from Devin's actual failure modes.
Is Devin AI Safe?
Honest assessment of Devin's production readiness.
Devin AI Security Checklist
Pre-launch checklist covering every finding class for Devin.
How to Secure Devin AI Apps
Step-by-step hardening guide for Devin deployments.
Can Devin AI Apps Be Hacked?
Attack vectors specific to Devin and how they get exploited.