How to Continue VSCode Built-in AI Code Review Sessions

Written by: Ali-Reza Adl-Tabatabai, Founder and CEO, Gitar

Key Takeaways for VSCode AI Review Continuation

1. VSCode AI code reviews like GitHub Copilot and Continue often freeze or lose context in large PRs, which forces manual recovery steps.
2. Resume Copilot reviews by reopening the Comments panel, refreshing review context, and syncing PR diffs with Command Palette commands.
3. Continue extension supports session resumption through its chat interface, custom rules, and CLI integration that preserve PR analysis continuity.
4. Resolve freezes with worktree isolation, cache clearing, and smaller PR scopes under about 200 lines to keep context stable.
5. Remove manual resumption entirely with Gitar’s automated AI code review that fixes issues, validates against CI, and guarantees green builds.

Solution 1: Continue GitHub Copilot Code Review in VSCode

Copilot code reviews often freeze or lose context, so use the following sequence to bring a stalled review back to life.

1. Reopen the Comments Panel

Press Ctrl+Shift+P and type “Copilot: Show Comments” to restore the review interface. If comments disappeared, this command regenerates the panel with the existing findings.

2. Refresh Review Context

Once the panel is visible, run Ctrl+Shift+P and choose “Copilot: Continue Review” to resume analysis from the last checkpoint. GitHub Copilot performs code reviews in VS Code by analyzing selected code and posting findings as inline editor comments. This command tells Copilot to continue that process instead of starting a fresh review.

3. Sync PR Context

If the review still feels out of sync with your latest changes, open the GitHub PR extension, go to “Files Changed,” and click the sparkle icon. This refreshes Copilot’s understanding of the current diff state so comments match the latest code.

4. Resume CLI Session

Copilot CLI supports sharing session history with the VS Code extension, which enables resumption of interrupted sessions on the same device. Use the Chat view to reconnect to background sessions that persist after closing VSCode so you keep the same conversation and context.

5. Troubleshoot Freezes

Use Worktree isolation mode when creating a Copilot CLI session to prevent interference. If freezing continues, temporarily disable Git integration to reduce conflicts, understanding that this breaks Copilot’s change implementation capabilities.

6. Use Custom Agents for PR Reviews

Use custom agents like “security-reviewer” in VS Code chat for specialized code reviews. Switch agents and request file or PR reviews for structured feedback that you can resume through the same agent later.

7. Clear Cache for Session Errors

When “session expired” errors appear, clear VSCode’s extension cache, then restart the Copilot service through the Command Palette. This reset often restores stable review sessions.

Solution 2: Continue Extension for Resumable AI PR Reviews

If GitHub Copilot’s native resumption methods do not match your workflow, or you need more customizable review rules, the Continue extension offers a different approach to resuming AI code reviews.

1. Open the Continue Chat Interface

Click the 🧠 sidebar icon and type @continue to open the chat interface. This view becomes your main place to resume and steer review sessions.

2. Resume via Commands

Use the /continue command or reload config.json to restore PR-specific rules and context. Configure Continue CLI with specific models and providers using ~/.continue/config.yaml for VS Code integration. This configuration keeps your review behavior consistent between sessions.

3. Select the Right Reviewer Agent

Choose the appropriate reviewer agent from the dropdown menu so each PR uses a consistent analysis style. This selection helps the agent maintain a coherent understanding of your codebase and review expectations.

4. Configure Auto-Resume Rules

Set up the .continue/rules/ directory with auto-resume parameters that trigger when PR context changes or sessions time out. These rules reduce the manual steps needed to re-establish context.

5. Use CLI Integration for Cross-Environment Reviews

Run cn CLI commands to sync with GitHub status checks and keep review continuity across different development environments. This approach helps when you switch between machines or CI contexts.

In 2026, Copilot’s agent mode in VS Code supports multi-file edits, terminal commands, lint error fixes, and autonomous iteration. Continue’s agent mode remains more limited for complex PR workflows, so it often requires more manual guidance.

Troubleshooting VSCode AI Review: Freezes, Context Loss, and 2026 Changes

Common VSCode AI review interruptions respond to a few targeted fixes that address freezes, context loss, and recent platform changes.

Freeze Resolution

1. Copilot CLI runs on a separate instance and thread, which avoids VS Code freezes.
2. Restart VSCode with extensions disabled, then re-enable AI tools one by one to isolate problematic plugins.
3. Use worktree isolation to prevent resource conflicts during large PR analysis when the repository is under heavy load.

Context Loss Prevention

1. Inline chat queues new messages into existing agent sessions for full context, which helps when reviewing agent edits.
2. Configure custom instructions that persist across sessions so the AI keeps your review style and priorities.
3. Limit PR scope to under about 200 lines so AI models can retain effective context without dropping earlier code.

2026-Specific Issues

1. January 2026 VS Code v1.109 deprecated the original Copilot extension and removed it automatically during update.
2. Cross-LLM compatibility issues now require model-specific resumption approaches when you switch providers.
3. Rate limiting from heavier AI usage demands careful session planning and fewer redundant review restarts.

These manual fixes reduce friction, but Gitar removes these pain points with automated code review and CI-validated fixing.

The Ultimate Solution: Automate Fixes with Gitar.ai

Manual resumption workflows expose a core limitation of suggestion-based AI tools, which still rely on developers to apply changes. Gitar removes this dependency by providing autonomous AI code review that directly fixes code and validates results. Read the full technical documentation.

Key Capabilities

1. Maintains hierarchical context across PR changes, commits, and review cycles.
2. Implements fixes directly instead of only suggesting manual edits.
3. Validates all fixes against CI before committing changes.

Workflow Improvements Beyond Manual Tools

1. Natural language rules in .gitar/rules/*.md define workflow triggers that match your team’s policies.
2. A single updating comment consolidates all findings and fixes so reviewers see one evolving thread.
3. Cross-platform support for GitHub, GitLab, CircleCI, and Buildkite keeps behavior consistent across pipelines.
4. Jira and Slack integrations preserve context across development tools and team conversations.

The following table shows how Gitar’s automated continuation removes the manual resumption overhead that Copilot and Continue still require.

Comparison: Manual vs. Automated Continuation

Eliminate Resumption Friction

Gitar’s healing engine runs continuously in the background and watches for CI failures, review feedback, and context changes without manual triggers. When interruptions occur, the system analyzes the failure point, generates targeted fixes, and validates them against your full CI pipeline using the same CI-validated auto-fix approach described earlier.

Guarantee PR Merges

Suggestion engines leave implementation to developers, which slows PR cycles and introduces risk. Gitar commits working fixes directly to PRs, using the same automatic fixing and validation to keep builds green and reviews moving.

Scale Beyond VSCode

VSCode-specific tools require manual resumption when you change environments or editors. Gitar operates as a platform-agnostic system that maintains context across IDEs, CI systems, and collaboration tools so your review process stays consistent everywhere.

Start your 14-day Gitar Team Plan trial to experience automated continuation that removes manual resumption from your workflow.

Frequently Asked Questions

How do I continue AI VSCode review if it freezes completely?

For complete freezes, start with the Copilot CLI approach because it runs on a separate thread and avoids VSCode resource conflicts. Use the “share history” feature to keep context across sessions. If manual methods keep failing, Gitar’s auto-healing system automatically fixes code without developer intervention, using the CI-validated auto-fix approach mentioned earlier.

What is better for PR checks: VSCode Copilot or Continue extension?

Copilot delivers fast inline feedback and strong GitHub integration, which suits quick PR reviews and standard workflows. Continue offers more customizable rules and agent configurations but needs more manual setup. Both tools still share the same limitation because they only suggest fixes. Gitar’s healing engine goes further by applying fixes and validating them against your CI pipeline.

What is the best auto-fix solution after VSCode AI review identifies issues?

Traditional VSCode AI tools highlight problems but leave implementation work to developers, which creates a gap between detection and resolution. Gitar’s healing engine closes this gap by generating fixes, validating them against your full CI environment, and committing working solutions. This approach removes the manual follow-up that suggestion-based tools require.

How can I resume VSCode Continue AI for PR analysis?

Continue AI resumption usually involves reloading configuration files and re-establishing agent context through the chat interface. Use the /continue command and confirm that your .continue/rules/ directory contains the right PR-specific parameters. This manual process becomes unnecessary with Gitar, which maintains full PR context and applies automatic fixing and validation.

Conclusion: Replace Manual Resumption with Automated Gitar.ai Reviews

Manual resumption of interrupted VSCode AI code reviews wastes developer time and slows PR merges. Copilot and Continue provide useful resumption techniques, yet they still depend on manual intervention, context rebuilding, and trial-and-error around suggested fixes.

In 2026, AI-generated code reaches PRs faster than manual review processes can manage. Suggestion engines that charge premium prices for comments that still require manual implementation do not solve the core problem and instead extend it.

Start your free 14-day trial, with 30-second setup for AI code review that fixes your code and guarantees green builds.