Adding Anthropic API to your Jules app? Let us review it.
Expert review for Anthropic API integrations built with Jules. We fix Jules-generated Anthropic API code for security, error handling & production readiness. From $19.
Common Jules issues affecting integrations
PRs may conflict with concurrent team changes
Jules works asynchronously on tasks that may take hours. While it's working, your team continues committing. The resulting PR can conflict with merged changes in ways that are complex to resolve.
Security-sensitive PRs need careful human review
Jules implements security fixes and auth changes autonomously. Without careful review, a PR that looks correct can introduce subtle security regressions in adjacent code paths.
Jules may not understand implicit project conventions
Jules reads your codebase but can miss undocumented team conventions — naming patterns, error handling styles, and architectural decisions that aren't expressed in code.
Anthropic API issues we find in Jules apps
Using completions API format instead of Messages API
AI tools generate code using the deprecated completions format (prompt with Human:/Assistant: turns) instead of the Messages API with its role-based message array.
API key exposed in browser environment
Generated code sends requests to the Anthropic API directly from the client, exposing the API key and violating Anthropic's terms of service.
Tool use response parsing not implemented
AI tools set up tool definitions but don't parse tool_use content blocks in the response or handle the stop_reason: 'tool_use' flow correctly.
Start with a self-serve audit
Get a professional review of your Anthropic API 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 Jules-built Anthropic API integration?
Yes. We regularly audit Anthropic API integrations in Jules-built apps. We check for proper error handling, security best practices, and production-ready configuration.
What Anthropic API issues does Jules typically create?
Common issues in Jules-generated Anthropic API code include: using completions api format instead of messages api, api key exposed in browser environment, tool use response parsing not implemented. We fix all of these in our code review.
How much does it cost to fix my Anthropic API integration?
Start with our code audit ($19) to get a complete list of Anthropic API issues. Most integration fixes are included in our Fix & Ship plan ($199). For complex integrations, we provide a custom quote after the audit.
What Anthropic API best practices does Jules 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 Anthropic API. Our review checks all of these and provides specific fixes.
Related resources
More Jules Integrations
Need help with Anthropic API in your Jules app?
Tell us about your integration. We'll respond within 24 hours with a clear plan and fixed quote.