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Use OverControl inside your coding workflow. AI coding tool integrations let you connect OverControl models to supported developer tools, so you can ask questions, review code, plan changes, debug issues, and work with your codebase from your editor.
OverControl currently supports integrations for AI coding tools. More tool guides may be added as support expands.

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Why use OverControl for coding?

OverControl helps you bring private AI assistance into the tools you already use for development.

Work inside your editor

Use OverControl models while reading, editing, debugging, and reviewing code.

Use your own API key

Connect supported tools with an OverControl API key instead of relying only on built-in providers.

Choose the right model

Use a faster model for everyday coding help or a stronger model for complex reasoning.

Keep setup flexible

Connect tools that support custom providers or OpenAI-compatible configuration.

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Available coding tools

These are the coding tool integrations currently documented for OverControl.

Cline

Connect OverControl to Cline using an OpenAI-compatible provider, Base URL, API key, and model ID.
If a coding tool supports custom OpenAI-compatible providers, it may follow a similar setup pattern. Use a tool-specific guide when one is available.

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How coding tool integrations work

Most AI coding tool integrations use the same core values.
SettingWhat it means
ProviderThe provider type selected inside the coding tool. Use an OpenAI-compatible option when available.
Base URLThe OverControl endpoint used by the external tool.
API keyYour private OverControl key for authorizing requests.
Model IDThe OverControl model the tool should use.
Keep your API key private. Do not share it in screenshots, commit it to a repository, or paste it into public chats.
1

Create an API key

Generate an OverControl API key before connecting a coding tool.Get your API key
2

Choose a model

Pick the model you want the coding tool to use.Compare models
3

Open the tool guide

Follow the guide for the coding tool you want to connect.Connect Cline
4

Test the connection

Send a simple coding question to confirm that the tool is using OverControl correctly.

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Available models for coding tools

Use one of the available OverControl API model IDs when configuring a coding tool. 
gamma-2-fast
gamma-2-max
ModelBest for
gamma-2-fastFast coding help, short explanations, small edits, setup testing, and everyday development tasks.
gamma-2-maxComplex debugging, architecture reasoning, larger context, multi-step planning, and deeper code review.
Start with gamma-2-fast for most coding workflows. Use gamma-2-max when the task needs deeper reasoning or more context.

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When to use a coding tool integration

Use an AI coding tool integration when you want OverControl available directly where you write code. Good use cases include:
  • understanding a new codebase;
  • explaining files, functions, or errors;
  • planning an implementation;
  • reviewing a change;
  • debugging a failing build or test;
  • drafting technical documentation;
  • working through architecture decisions.
Use the OverControl web app instead when your task is not tied to a code editor, such as document analysis, private chat, web research, sharing, or exporting conversations.

Open OverControl

Use the web app for the full OverControl workspace.

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Best practices for coding tools

Tell the tool exactly what you want to understand, change, debug, or review.
For complex changes, ask the tool to explain the plan before modifying files.
Inspect diffs, commands, and generated code before accepting or committing changes.
Use gamma-2-fast for speed and gamma-2-max for complex reasoning or larger context.
Treat your API key like a password. Store it safely and revoke it if it is exposed.

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Troubleshooting

Check the Base URL, API key, network access, and provider type.
Make sure the model ID is copied exactly. Use gamma-2-fast or gamma-2-max.
Check whether the tool supports custom providers or OpenAI-compatible configuration.
Check your API key, plan access, usage allowance, Base URL, and selected model.

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Next steps

Connect Cline

Follow the setup guide for the first supported AI coding tool.

Get your API key

Create the key required for external tools.

Models

Choose the best model for your coding workflow.