Open-source AI assistant for any LLM

Built with Continue?
Let's make sure it's production-ready.

Continue is an open-source AI coding assistant for VS Code and JetBrains that connects to various LLM providers. It offers flexibility in model choice but code quality varies depending on the underlying model used. We help non-technical founders identify and fix the issues AI tools leave behind.

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Common issues we find in Continue code

These are real problems we see in Continue projects during our audits — not hypotheticals.

highSecurity

Model-dependent security quality

Security of generated code varies dramatically based on which LLM is connected. Some models produce much less secure code than others.

mediumCode Quality

Inconsistent code patterns between models

Switching between models mid-project produces inconsistent patterns, naming conventions, and error handling approaches in the same codebase.

mediumBugs

Context window limitations causing bugs

When the codebase exceeds the model's context window, Continue loses awareness of existing patterns and introduces contradictory code.

mediumPerformance

Missing performance best practices

Generated code often uses naive algorithms and data structures. Database queries, API calls, and data processing lack optimization.

mediumDeployment

No deployment tooling generated

Continue focuses on application code and doesn't generate Dockerfiles, CI/CD configs, or deployment scripts.

mediumTesting

Inconsistent test quality

Test quality depends on the connected model. Some models produce comprehensive tests, others generate tests that barely cover the happy path.

mediumBugs

Outdated patterns from older models

Older or cheaper models suggest deprecated APIs, outdated library usage, and patterns that don't align with current best practices.

lowCode Quality

Lack of project-wide consistency

Without strong project context, Continue generates code that works in isolation but doesn't follow the project's established patterns.

Start with a self-serve audit

Get a professional review of your Continue project at a fixed price. Results reviewed by experienced engineers.

Security Scan

Black-box review of your public-facing app. No code access needed.

$19
  • OWASP Top 10 checks
  • SSL/TLS analysis
  • Security headers
  • Expert review within 24h
Get Started

Code Audit

In-depth review of your source code for security, quality, and best practices.

$19
  • Security vulnerabilities
  • Code quality review
  • Dependency audit
  • AI pattern analysis
Get Started
Best Value

Complete Bundle

Both scans in one package with cross-referenced findings.

$29$38
  • Everything in both products
  • Cross-referenced findings
  • Unified action plan
Get Started

100% credited toward any paid service. Start with an audit, then let us fix what we find.

How it works

1

Tell us about your app

Share your project details and what you need help with.

2

Get a clear plan

We respond in 24 hours with scope, timeline, and cost.

3

Launch with confidence

We fix what needs fixing and stick around to help.

Frequently asked questions

Does the LLM choice matter for code quality?

Significantly. Different models produce very different code quality, especially for security-sensitive operations. We audit regardless of which model you used.

Can you fix inconsistencies from switching models?

Yes. We standardize code patterns, naming conventions, and error handling across the codebase to create a consistent, maintainable project.

Is Continue better than proprietary AI tools?

Continue offers flexibility and privacy (you control the model). Code quality depends on the model used. Either way, review before deploying.

Can you review a Continue-assisted project?

Yes. We look for model-dependent issues, pattern inconsistencies, and security gaps regardless of which models were used during development.

How do I choose the right model for Continue?

For security-sensitive code, use the most capable model available. For routine code, faster models work fine. We can review your model choice and its impact on code quality.

Get your Continue app production-ready

Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.

Tell Us About Your App