Adding PostHog to your JetBrains AI app? Let us review it.
Expert review for PostHog integrations built with JetBrains AI. We fix JetBrains AI-generated PostHog code for security, error handling & production readiness. From $19.
Common JetBrains AI issues affecting integrations
Over-engineered enterprise patterns generated for simple startup use cases
JetBrains AI is trained on enterprise Java and Kotlin patterns, so it tends to generate verbose factory patterns, abstract base classes, and interface hierarchies for problems that could be solved with a simple function in a startup context.
Generated Spring Boot code includes unnecessary security exposure in default configurations
Spring Boot applications generated by JetBrains AI may include actuator endpoints, management ports, or H2 console access enabled in configurations that should be disabled or secured before production deployment.
Verbose boilerplate code increases bundle size and maintenance overhead
Java code generation in particular produces verbose getter/setter patterns, checked exception hierarchies, and XML configuration that modern Kotlin or Lombok-based approaches would handle with a fraction of the code.
PostHog issues we find in JetBrains AI apps
PostHog initialized before consent check
AI-generated code loads and initializes PostHog immediately on page load without waiting for cookie consent, violating GDPR and similar privacy regulations.
Capturing PII in event properties
Generated code sends user emails, names, and other personally identifiable information as event properties without proper anonymization or consent.
Feature flags evaluated only on initial load
AI tools fetch feature flag values once at startup and never re-evaluate them, meaning flag changes require a full page reload to take effect.
Start with a self-serve audit
Get a professional review of your PostHog integration at a fixed price.
External Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 vulnerability check
- SSL/TLS configuration analysis
- Security header assessment
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerability analysis
- Code quality review
- Dependency audit
- Architecture review
- Expert + AI code analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Tell us about your app
Share your project details and what you need help with.
Expert + AI audit
A human expert assisted by AI reviews your code within 24 hours.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Can you review my JetBrains AI-built PostHog integration?
Yes. We regularly audit PostHog integrations in JetBrains AI-built apps. We check for proper error handling, security best practices, and production-ready configuration.
What PostHog issues does JetBrains AI typically create?
Common issues in JetBrains AI-generated PostHog code include: posthog initialized before consent check, capturing pii in event properties, feature flags evaluated only on initial load. We fix all of these in our code review.
How much does it cost to fix my PostHog integration?
Start with our code audit ($19) to get a complete list of PostHog issues. Most integration fixes are included in our Fix & Ship plan ($199). For complex integrations, we provide a custom quote after the audit.
What PostHog best practices does JetBrains AI typically miss?
AI tools often skip webhook signature verification, proper error handling for API failures, retry logic with exponential backoff, and secure token storage for PostHog. Our review checks all of these and provides specific fixes.
Related resources
More JetBrains AI Integrations
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