Django app built with Zed AI? Let’s review it.
Expert code review for Django apps built with Zed AI. We find Zed AI-specific bugs, fix Django security issues, and optimize performance. From $19.
Zed AI issues we find in Django projects
Problems specific to Zed AI's code generation patterns when building Django apps.
Inline edits applied directly to files without a diff review step
Zed AI applies inline edits immediately to open files, which makes changes fast but difficult to review as a unit before they are applied. Mistakes in multi-line edits can be harder to undo cleanly compared to tools that show a diff preview.
Fewer security guardrails than more established AI coding assistants
As a newer tool in a smaller ecosystem, Zed AI has less institutional knowledge built into its guardrails — it is less likely to flag insecure patterns in generated code like missing authentication or unsafe deserialization.
Limited codebase context compared to dedicated AI coding assistants
Zed AI operates primarily on open files and the immediate context rather than indexing the full codebase, so suggestions may not account for existing utilities, established patterns, or dependencies defined elsewhere in the project.
Rust-specific suggestions may not account for lifetime and ownership rules
Generated Rust code from Zed AI sometimes produces code that compiles but has ownership patterns that are overly restrictive or introduce unnecessary clones, requiring a Rust-savvy developer to optimize.
Django issues we check for
Common Django problems that affect production readiness.
DEBUG=True in production
The most common Django security issue in AI-generated code. Debug mode exposes full stack traces, database queries, and installed apps to anyone who triggers an error.
Open Django admin panel
The admin panel is accessible at /admin/ without IP restriction, brute-force protection, or two-factor authentication — giving attackers a direct path to your database.
Missing permission classes on views
API views and endpoints without @login_required decorators or permission_classes, allowing unauthenticated users to access and modify data.
N+1 query patterns in ORM usage
AI-generated Django code accesses related objects in loops without select_related or prefetch_related, causing hundreds of database queries per page load.
Start with a self-serve audit
Get a professional review of your Zed AI Django 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 Django code generated by Zed AI?
Yes. We regularly audit Django projects built with Zed AI and understand the specific patterns and issues it introduces. Our review covers security, performance, and deployment readiness.
What Django issues does Zed AI typically create?
Common issues in Zed AI-generated Django code include: inline edits applied directly to files without a diff review step, fewer security guardrails than more established ai coding assistants, limited codebase context compared to dedicated ai coding assistants. Combined with Django-specific concerns like debug=true in production and open django admin panel.
How do I make my Zed AI Django project production-ready?
Start with our code audit ($19) to get a prioritized list of issues. For Zed AI-built Django projects, the typical path is: fix security gaps, address Django-specific performance issues, then configure deployment. We provide a fixed quote after the audit.
How much does it cost to review Zed AI-generated Django 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
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