Refactor Code for your Manus-built Python app
Expert refactor code for Python apps built with Manus. We audit Manus-generated Python code for refactor code issues. From $19.
Manus issues we find in Python projects
Problems specific to Manus's code generation patterns when building Python apps.
Autonomous security decisions without human review
Manus configures authentication, sets file permissions, and chooses security-sensitive patterns autonomously. These decisions are made without context about your threat model and may be inadequate for your use case.
Unknown packages installed without vulnerability audit
Manus installs dependencies autonomously from web research and may choose packages with known CVEs, low maintenance status, or malicious forks. There is no automatic supply chain security check.
Outdated patterns sourced from web research
Manus browses the web to inform implementation decisions. It can pull code patterns, library versions, and architectural approaches from outdated blog posts or Stack Overflow answers.
Python refactor code issues we check for
Refactor Code-specific Python problems that need attention before production.
Slow database queries
ORM queries that generate inefficient SQL, N+1 query patterns, and missing database indexes.
Missing type hints
No type annotations makes bugs harder to catch, code harder to understand, and IDE support limited.
Synchronous blocking in async frameworks
Calling synchronous operations inside async FastAPI endpoints, blocking the entire event loop.
What our refactor code covers
Everything included when we refactor code your Manus Python project.
Start with a self-serve audit
Get a professional refactor code of your Manus Python 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 Manus Python 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 refactor code my Manus-built Python app?
Yes. We regularly handle refactor code for Python projects built with Manus. We understand Manus's code patterns and the specific Python issues they introduce. Our review covers the full stack from frontend to backend.
What Python refactor code issues does Manus typically create?
Common refactor code issues in Manus-generated Python code include: autonomous security decisions without human review, unknown packages installed without vulnerability audit, outdated patterns sourced from web research. On the Python side, we often find: slow database queries, missing type hints, synchronous blocking in async frameworks.
How much does refactor code cost for a Manus Python project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on refactor code work on Manus-built Python projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
Other Python Technologies
Other Manus Python Services
Get refactor code for your Manus Python app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.