Infrastructure for your Zed AI-built Django app
Expert infrastructure for Django apps built with Zed AI. We audit Zed AI-generated Django code for infrastructure issues. 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.
Django infrastructure issues we check for
Infrastructure-specific Django problems that need attention before production.
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.
No database migrations strategy
AI tools modify models without creating proper migrations, or generate conflicting migration files that fail when deployed to production.
Missing caching layer
Every page and API response is computed from scratch on every request. No use of Django's cache framework, template caching, or queryset caching.
What our infrastructure covers
Everything included when we infrastructure your Zed AI Django project.
Start with a self-serve audit
Get a professional infrastructure 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.
How it works
Three steps to get your Zed AI Django app production-ready.
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 infrastructure my Zed AI-built Django app?
Yes. We regularly handle infrastructure for Django projects built with Zed AI. We understand Zed AI's code patterns and the specific Django issues they introduce. Our review covers the full stack from frontend to backend.
What Django infrastructure issues does Zed AI typically create?
Common infrastructure 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. On the Django side, we often find: n+1 query patterns in orm usage, no database migrations strategy, missing caching layer.
How much does infrastructure cost for a Zed AI Django project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on infrastructure work on Zed AI-built Django projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
Other Django Technologies
Other Zed AI Django Services
Get infrastructure for your Zed AI Django app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.