Deploy & Ship for your Zed AI-built Rust app
Expert deploy & ship for Rust apps built with Zed AI. We audit Zed AI-generated Rust code for deploy & ship issues. From $19.
Zed AI issues we find in Rust projects
Problems specific to Zed AI's code generation patterns when building Rust 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.
What our deploy & ship covers
Everything included when we deploy & ship your Zed AI Rust project.
Start with a self-serve audit
Get a professional deploy & ship of your Zed AI Rust 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 Rust 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 deploy & ship my Zed AI-built Rust app?
Yes. We regularly handle deploy & ship for Rust projects built with Zed AI. We understand Zed AI's code patterns and the specific Rust issues they introduce. Our review covers the full stack from frontend to backend.
What Rust deploy & ship issues does Zed AI typically create?
Zed AI generates functional Rust code, but it typically needs deploy & ship attention before production use. We identify and fix these gaps.
How much does deploy & ship cost for a Zed AI Rust project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on deploy & ship work on Zed AI-built Rust projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
Other Rust Technologies
Other Zed AI Rust Services
Get deploy & ship for your Zed AI Rust app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.