Refactor Code for your Databutton-built Python app
Expert refactor code for Python apps built with Databutton. We audit Databutton-generated Python code for refactor code issues. From $19.
Databutton issues we find in Python projects
Problems specific to Databutton's code generation patterns when building Python apps.
SQL injection in AI-generated query strings
Databutton's generated FastAPI endpoints sometimes build SQL queries using f-strings or string concatenation with user-supplied parameters, bypassing parameterized query protections entirely.
No authentication on data API endpoints
Data pipeline endpoints are frequently generated without authentication middleware, exposing raw database access and sensitive business metrics to anyone who discovers the API URL.
Unhandled data type mismatches crashing pipelines
Generated data processing code assumes clean input schemas. When upstream data contains nulls, type changes, or unexpected formats, pipelines throw unhandled exceptions and fail silently.
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 Databutton Python project.
Start with a self-serve audit
Get a professional refactor code of your Databutton 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 Databutton 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 Databutton-built Python app?
Yes. We regularly handle refactor code for Python projects built with Databutton. We understand Databutton'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 Databutton typically create?
Common refactor code issues in Databutton-generated Python code include: sql injection in ai-generated query strings, no authentication on data api endpoints, unhandled data type mismatches crashing pipelines. 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 Databutton Python project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on refactor code work on Databutton-built Python projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
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Get refactor code for your Databutton Python app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.