What vulnerabilities are found in Tempo Labs apps?
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Short Answer
Tempo Labs app scans surface the same cluster of vulnerabilities repeatedly: client-side data exposure, insecure api integration, missing input validation. The pattern is stable across Tempo Labs versions.
Detailed Answer
The vulnerabilities actually found in Tempo Labs apps
Not theoretical OWASP categories — specifically what appears when VAS, security researchers, and bug bounty hunters look at live Tempo Labs deployments:
- **Client-Side Data Exposure**
Generated React components may store sensitive data in client state or local storage where it's accessible to attackers.
2. **Insecure API Integration**
Visual-to-code generation may create API calls without proper authentication headers or error handling.
3. **Missing Input Validation**
Generated form components often prioritize design over security, skipping validation and sanitization.
4. **Unprotected Data Fetching**
Auto-generated useEffect hooks and data fetchers may expose backend APIs without rate limiting or auth.
Distribution by severity
Of the findings above, 0 sit at critical impact (full data exposure), 0 at high (significant data or account compromise), and the rest are medium-or-lower (attack surface expansion). A first-scan Tempo Labs app typically has 2–4 findings from this list live at any moment.
How to know which ones are in your app
Run a VAS scan. Each finding above is tested directly — we query your database to verify access controls are active, scan bundles for key patterns, probe auth endpoints for rate limiting, and check security headers in live responses. Output is a per-finding report with evidence and fix.
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
How severe are the vulnerabilities typically found in Tempo Labs apps?
Tempo Labs apps lean critical: Client-Side Data Exposure alone can expose the full user dataset in one query. Compare to e.g. missing security headers (medium) which require additional exploitation. Triage accordingly: critical findings are measured in minutes-to-breach, mediums in weeks.
How do I fix vulnerabilities once they're found in my Tempo Labs app?
Start with critical impact findings, apply the remediation guidance per finding, and re-scan. Never "fix and hope" — confirm with a second scan. Many fixes (e.g., enabling RLS) are one-line; others (e.g., moving a secret server-side) require structural changes to where the value is used.
Can vulnerabilities in Tempo Labs apps be exploited by a non-expert attacker?
Most can. Extracting an exposed API key is a single "view source" operation. Querying a table without RLS is a `curl` command. Exploiting missing rate limiting requires scripting skills equivalent to "follow a tutorial." Only a handful of the findings above (e.g., chained auth bypass) require specialist knowledge — the rest are routinely exploited by automated scanners with zero human involvement.
Explore Related Resources
More on Tempo Labs Security
Every angle of Tempo security — from the specific findings we detect to step-by-step fixes.
Tempo Labs Security Scanner
Hub page: scan your Tempo app for vulnerabilities.
Tempo Labs Security Risks
Specific risks we find in Tempo apps, with real-world examples.
Tempo Labs Security Issues
Issues grouped by severity with detection and fix steps.
Tempo Labs Best Practices
Remediation playbook derived from Tempo's actual failure modes.
Tempo Labs Security Checklist
Pre-launch checklist covering every finding class for Tempo.
How to Secure Tempo Labs Apps
Step-by-step hardening guide for Tempo deployments.
Can Tempo Labs Apps Be Hacked?
Attack vectors specific to Tempo and how they get exploited.