Go app built with Jules? Let’s review it.
Expert code review for Go apps built with Jules. We find Jules-specific bugs, fix Go security issues, and optimize performance. From $19.
Jules issues we find in Go projects
Problems specific to Jules's code generation patterns when building Go apps.
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.
Async PR scope may be too narrow or too broad
Jules interprets task descriptions literally. A fix for one bug may miss related bugs in the same module, or conversely, a feature request may result in sweeping changes you didn't intend.
Go issues we check for
Common Go problems that affect production readiness.
Ignored error returns
The most common AI-generated Go anti-pattern: using _ to discard error returns from functions. Errors are silently ignored, and the code continues with zero or nil values, causing subtle data corruption.
Goroutine leaks
Goroutines spawned without context cancellation or timeout. They accumulate over time, consuming memory and causing the application to slow down and eventually crash.
Insecure default HTTP server
Using http.ListenAndServe with no timeouts configured. The default Go HTTP server has no read, write, or idle timeouts — making it vulnerable to slowloris and resource exhaustion attacks.
SQL injection via string formatting
Building SQL queries with fmt.Sprintf instead of using parameterized queries with database/sql placeholders, enabling injection attacks.
Start with a self-serve audit
Get a professional review of your Jules Go project 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.
Frequently asked questions
Can you review Go code generated by Jules?
Yes. We regularly audit Go projects built with Jules and understand the specific patterns and issues it introduces. Our review covers security, performance, and deployment readiness.
What Go issues does Jules typically create?
Common issues in Jules-generated Go code include: prs may conflict with concurrent team changes, security-sensitive prs need careful human review, jules may not understand implicit project conventions. Combined with Go-specific concerns like ignored error returns and goroutine leaks.
How do I make my Jules Go project production-ready?
Start with our code audit ($19) to get a prioritized list of issues. For Jules-built Go projects, the typical path is: fix security gaps, address Go-specific performance issues, then configure deployment. We provide a fixed quote after the audit.
How much does it cost to review Jules-generated Go code?
Our code audit starts at $19 and covers security, performance, architecture, and deployment readiness. For fixes, our Fix & Ship plan is $199. Larger projects get a custom fixed quote — no hourly billing or surprises.
Related resources
Need help with your Jules Go project?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.