Adding Anthropic API to your Sourcegraph Cody app? Let us review it.
Expert review for Anthropic API integrations built with Sourcegraph Cody. We fix Sourcegraph Cody-generated Anthropic API code for security, error handling & production readiness. From $19.
Common Sourcegraph Cody issues affecting integrations
Suggestions based on deprecated or low-quality code patterns found in the existing codebase
Cody's suggestions are grounded in your actual codebase, which means if the codebase contains outdated patterns, deprecated library usage, or known-bad code, Cody will suggest those same patterns in new code — amplifying technical debt.
Cross-repo context can leak patterns from one team's code into another team's service
In large organizations where Cody indexes multiple repositories, suggestions can carry patterns from one team's codebase into another, introducing unfamiliar dependencies, different error handling conventions, or architectural approaches that do not belong in the target service.
Security vulnerabilities in existing code recommended as reference implementations
If the indexed codebase contains known security issues that have not yet been patched — unparameterized queries, missing auth checks, insecure deserialization — Cody may suggest these patterns as examples when generating similar code.
Anthropic API issues we find in Sourcegraph Cody 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 Sourcegraph Cody-built Anthropic API integration?
Yes. We regularly audit Anthropic API integrations in Sourcegraph Cody-built apps. We check for proper error handling, security best practices, and production-ready configuration.
What Anthropic API issues does Sourcegraph Cody typically create?
Common issues in Sourcegraph Cody-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 Sourcegraph Cody 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 Sourcegraph Cody Integrations
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