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For developers

Code with AI without leaking your IP.

Debug, refactor, learn, and build on-device. Your proprietary code, client work, and side projects stay on your machine.

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The problem

Cloud AI and developer privacy

When you paste code into ChatGPT, GitHub Copilot, or Claude, four things happen at once:

Your code leaves your device

Every line you share with ChatGPT, Copilot, or Claude travels to corporate servers. This violates NDAs, company policies, and puts IP at risk.

Data breaches expose code

If their servers get hacked, your proprietary algorithms, API keys, and business logic could leak alongside other customer data.

Training data concerns

Even with opt-outs, you're trusting companies with your code. Accidental inclusion in training data is a real risk.

No internet, no help

Cloud AI requires connectivity. Coding on a plane, in a coffee shop with bad WiFi, or in a secure environment? You're stuck.

The solution

How KernelAI fixes this

KernelAI runs AI models entirely on your iPhone. Your code never leaves your device. No cloud servers, no internet required, no data collection.

100% private

Your code stays on your device. Mathematically impossible for us or anyone else to access it.

Works offline

Code on planes, in secure facilities, or anywhere with no signal. No internet dependency.

NDA-safe

Use AI without violating non-disclosure agreements or company security policies.

Free unlimited

No usage limits, no API costs, no subscriptions. Code as much as you want.

In practice

What developers use KernelAI for

Explain

Code explanation & learning

Paste unfamiliar code snippets and ask 'What does this do?' Perfect for understanding legacy code or learning new frameworks. Try: "Explain this React useEffect hook and why it has an empty dependency array."

Debug

Debugging assistance

Get help finding bugs without exposing your production code to cloud AI. Describe the error, paste the stack trace, get suggestions. Try: "Why am I getting 'Cannot read property of undefined'? Here's my code..."

Refactor

Refactoring & optimization

Ask for cleaner, more efficient versions of your code. Improve performance, readability, or design patterns privately. Try: "Refactor this function to be more performant and follow best practices."

Generate

Code generation

Generate boilerplate, write unit tests, create utility functions. Speed up development without cloud dependency. Try: "Write a TypeScript function that validates email addresses with proper error handling."

Document

Documentation & comments

Generate docstrings, add comments to complex logic, write README sections. Document your code without sharing it. Try: "Add JSDoc comments to this function explaining parameters and return value."

Best models for coding

Recommended coding models

KernelAI includes specialized coding models trained on millions of code repositories.

2.1 GB - Recommended

Qwen 2.5 Coder 3B

Excellent all-around coding assistant. Great at generation, debugging, and refactoring.

870 MB - Fast

DeepSeek Coder 1.3B

Fast and efficient. Supports 87 programming languages. Perfect for quick help.

4 GB - Most capable

DeepSeek Coder 6.7B

Professional-grade code generation. Best for complex refactoring and architecture.

Stack support

Languages and frameworks

Our coding models support all major programming languages and frameworks:

JavaScriptTypeScriptPythonJavaC++C#GoRustSwiftKotlinPHPRubyReactVueAngularNode.jsDjangoFlaskSpringSQLAnd 60+ more...
Real scenarios

Where developers reach for it

Startup IP

Working on a startup's core algorithm

Can't risk sharing IP with cloud AI. Use KernelAI to brainstorm optimizations completely offline.

Long flight

Coding on a 14-hour flight

No WiFi, but KernelAI works perfectly. Get AI help debugging and refactoring at 35,000 feet.

Learning

Learning a new framework

Paste example code and ask questions without worrying about data collection or API costs.

Compliance

Working under NDA

Client code can't leave your device per contract. KernelAI lets you use AI while staying compliant.

Recommended models

Start with Qwen 2.5 Coder 3B as your daily driver. It balances capability and speed on most modern iPhones. Drop to DeepSeek Coder 1.3B when you need quick autocomplete-style answers. Step up to DeepSeek Coder 6.7B for architecture-level refactors and dense reasoning over larger snippets.

KernelAI

Private AI on iPhone. 44 open-source models, 100% offline, free forever.

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