Building a developer tool with Zod? Let us review it.
Expert code review for developer tools built with Zod. We fix Zod-specific security gaps, optimize performance, and handle deployment. From $19.
Common Zod issues we find
Real problems from Zod codebases we've reviewed.
Incomplete schema validation
Zod schemas that validate the happy path but miss edge cases like empty strings, negative numbers, or overly long inputs that break downstream logic.
Schema-data mismatch
Zod schemas that don't match the actual API response or database shape, causing runtime parse errors that crash the application.
Missing transform and refinement
Schemas that accept raw input without transforming (trimming strings, normalizing emails) or refining (custom business rules), leading to dirty data in the database.
No error message customization
Default Zod error messages exposed directly to users, showing technical details like 'Expected string, received number' instead of user-friendly messages.
Developer Tool challenges to solve
Key developer tool concerns that AI-generated code often misses.
Error messages and developer experience
Developers expect error messages that tell them exactly what went wrong, why, and how to fix it. AI-generated tools return generic 'Something went wrong' messages or raw stack traces. Good DX means every error is actionable and every edge case has a helpful response.
API design and consistency
Developer tools live or die by their API surface — whether REST endpoints, CLI arguments, or SDK methods. Naming must be consistent, behavior must be predictable, and breaking changes must be versioned. AI tools generate functional but inconsistent APIs that frustrate developers.
Documentation and examples
Developers won't use your tool if they can't figure it out quickly. You need API reference docs, getting-started guides, code examples in multiple languages, and a changelog. AI tools build the tool but not the documentation ecosystem around it.
Performance and latency
Developer tools are often in the critical path of other developers' workflows — slow API responses, laggy CLIs, or unresponsive dashboards directly waste their time. Every millisecond matters. AI-generated tools have unoptimized database queries and no caching.
What we check
Key areas we review for Zod developer tool projects.
API design — consistent naming, predictable behavior, proper status codes
Error handling — actionable error messages for every failure mode
Authentication — API key generation, rotation, scoped permissions
Rate limiting — per-key limits, usage tracking, quota management
Not sure if your app passes? Our code audit ($19) checks all of these and more.
Start with a self-serve audit
Get a professional review of your Zod developer tool 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.
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 a developer tool built with Zod?
Yes. We regularly audit Zod developer tool projects and understand the specific patterns and pitfalls of this combination. Our review covers security, performance, and deployment readiness.
What issues do you find in Zod developer tools?
Common issues include incomplete schema validation and schema-data mismatch on the Zod side, combined with developer tool-specific concerns like error messages and developer experience and api design and consistency. We check for all of these and more.
How do I make my Zod developer tool production-ready?
Start with our code audit ($19) to get a prioritized list of issues. For Zod developer tool projects, the typical path is: fix security gaps, address developer tool-specific requirements, optimize Zod performance, then configure deployment. We provide a fixed quote after the audit.
How long does it take to audit a Zod developer tool?
Our code audit delivers a full report within 24 hours. For Zod developer tool projects, we check security, architecture, performance, and deployment readiness across all Zod-specific patterns. Fixes are scoped separately with a fixed quote.
Related resources
Zod by Use Case
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