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Blog
AI Code Review Insights
Tutorials, best practices, and industry insights on AI code review, GitHub, GitLab & Bitbucket integration, and developer productivity.
48
Articles
5
Categories
13
Avg. Min Read
12
AI Models
Tutorials
Open VSX: AI Code Review in Cursor, VSCodium & Windsurf (2026)
VS Code forks cannot reach Microsoft's Marketplace. Here is the licence reason, and how to install AI code review in Cursor, VSCodium and Windsurf.
Aug 1314 min
Tutorials
Bitbucket Pull Request Automation: Complete Guide 2026
Bitbucket PR automation in 2026: Pipelines triggers, AI code review, merge checks, and how to cut review time by 60% without leaving VS Code. Works on Cloud and Data Center.
May 1514 min
Tutorials
Self-Hosted Code Review: GitLab Self-Managed + VS Code 2026
Running GitLab self-managed? The built-in review is web-only, the VS Code extension is read-only, and most AI tools need your instance publicly accessible. Here's what actually works.
May 1513 min
Tutorials
How to Review Pull Requests in VS Code 2026
Reviewing PRs in VS Code has three real options, and only one works if your team is not 100% on GitHub. Setup steps and trade-offs for each.
May 1510 min
Tutorials
AI Code Review for Java: Tools, Virtual Threads & Setup (2026)
SpotBugs and PMD catch patterns. AI catches the logic errors they miss. We tested traditional Java tools vs AI reviewers on real PRs, including Java 21 virtual thread bugs that no static analyzer detects.
Mar 1414 min
Tutorials
How to Use Claude Code for AI Code Reviews in VS Code
Claude Code is the most-loved AI coding tool. Here's how to use it for code reviews — the manual way, the automated way with Git AutoReview, and when each approach makes sense.
Mar 1012 min
Tutorials
GitLab Duo Code Review: What It Costs and When to Skip It
Duo needs a Duo Enterprise seat and meters AI usage in credits, which moves the math more than the sticker price does. Plus what the alternatives cost.
Mar 112 min
Tutorials
How to Add AI Code Review to Bitbucket Pipelines
Set up automated AI code review in your Bitbucket Pipelines CI/CD workflow. YAML examples, pipeline optimization, and integration with Jira and VS Code.
Mar 114 min
Tutorials
AI Code Review for Bitbucket Data Center: Setup Guide 2026
How to set up AI-powered code review for Bitbucket Data Center. Step-by-step guide for enterprise teams using self-managed Bitbucket infrastructure.
Feb 1710 min
Tutorials
AI Code Review for GitHub: Complete Setup Guide (2026)
Add AI-powered code review to your GitHub pull requests. Get instant feedback from Claude, OpenAI, or Gemini. Free VS Code extension with 10 reviews/day.
Feb 119 min
Tutorials
AI Code Review for Bitbucket: Cloud, Server & Data Center (2026)
Most AI code review tools skip Bitbucket. We tested every option for Cloud, Server, and Data Center. Comparison table, setup steps, and which tools actually work.
Jan 2112 min
Tutorials
How to Set Up AI Code Review in 5 Minutes
Step-by-step guide to set up AI code review with Git AutoReview. Install the VS Code extension and review your first PR with Claude, Gemini, or GPT in 5 minutes.
Jan 55 min
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