Next Edit is currently an experimental feature. It requires Instinct or Mercury Coder model configured in your Continue autocomplete settings and is not yet available for JetBrains use.

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What is Next Edit?

Next Edit is an advanced AI-powered code prediction feature that anticipates what changes you’ll make next in your code. Unlike traditional autocomplete that reacts to your typing, Next Edit proactively analyzes your recent edits and coding patterns to suggest entire code modifications before you even start typing. Think of it as having an AI pair programmer that understands your coding flow and suggests the logical next step in your development process.

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How Next Edit Works

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The Prediction Process

  1. Context Analysis: Captures your current cursor position and recent edit history
  2. Pattern Recognition: Analyzes your coding patterns and the surrounding code context
  3. Next Step Prediction: Uses specialized AI models to predict what you’ll likely change next
  4. Visual Presentation: Shows predictions as diff overlays rather than simple text completions
  5. Interactive Review: Lets you accept (Tab) or reject (Esc) the suggested changes
  6. Jump to Next Edit Location: Lets you jump (Tab) to the next edit location or reject (Esc)

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Intelligent Triggering

Next Edit activates automatically when:
  • You finish making a code change
  • The AI detects a logical continuation point
  • Specialized next-edit models are available
  • The current context suggests a predictable next step

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Next Edit vs Traditional Autocomplete

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How to Use Next Edit

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Prerequisites

Next Edit requires:
  • Compatible AI models (Mercury Coder or Instinct)
  • Continue development team access
  • VS Code (JetBrains support coming soon)
  • API Keys: Organizations can add API keys to org secrets for team-wide access. Individual users need to provide their own API keys in their model configuration
To use Next Edit, you must have the Instinct or Mercury Coder model configured in your Continue autocomplete model settings. This model is specifically designed for next edit predictions. Once it’s been loaded, you must reload VS Code to activate it.Next Edit Model Setup

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Using Next Edit Predictions

1

Make a Code Change

Edit your code normally. Next Edit will analyze your change patterns.
2

Review Predictions

When Next Edit activates, you’ll see a diff overlay showing predicted changes in an editable region.
3

Accept or Reject

  • Tab: Accept the prediction and apply changes - Esc: Reject the prediction and continue coding normally
4

Continue Coding

If accepted, your cursor moves to the last changed line. If rejected, your workflow continues uninterrupted.

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What are the Model Requirements for Next Edit?

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Specialized Models

Next Edit requires AI models specifically trained for code prediction:
  • Mercury Coder: Primary model optimized for next edit prediction
  • Instinct: The leading open Next Edit model, trained by Continue

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Automatic Detection

Continue automatically enables Next Edit when:
  1. Your configured autocomplete model supports next edit capabilities
  2. You have development team access permissions
  3. The current code context suggests predictable next steps

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Best Practices

Trust the Process

Let Next Edit observe your coding patterns for a few editing sessions before expecting highly accurate predictions.

Review Carefully

Always review suggested changes before accepting, especially for complex logic modifications.

Provide Feedback

Have feedback? We want to hear it. Add your thoughts to our feedback discussions to help us improve.

Combine with Other Features

Use Next Edit alongside Continue’s Chat and Agent modes for comprehensive AI-assisted development.
Next Edit represents Continue’s vision for proactive AI coding assistance that anticipates developer needs rather than just reacting to input. As this feature evolves, it will become a powerful tool for accelerating development workflows and reducing repetitive coding tasks.