Select one or two repositories with the highest pull request volume to run a focused two-sprint pilot. Starting with high-traffic repos ensures Copilot code review is exercised consistently, generating meaningful signals in a short timeframe.
Accelerate code velocity and quality
Build faster with GitHub Copilot
Accelerate one of the biggest bottlenecks in the SDLC: code review. GitHub Copilot code review delivers instant first-pass feedback on every pull request so teams ship faster, improve quality, and increase engineering capacity without adding headcount.
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Pull requests are spending days in queue waiting for human review. On average, it is 73 hours of time spent waiting.
Delayed product launches
Slow pull request cycles delay release dates and prevent your team from capturing revenue on schedule.
Capped engineering capacity
Senior developers become review bottlenecks, spending their time on routine reviews instead of high-value architecture feedback.
Increased rework costs
Inconsistent manual reviews allow defects to escape into production, leading to expensive fixes and higher support costs.
Establish AI-powered code reviews as your new team standard. 72% of developers report improved effectiveness and a more enjoyable workflow when Copilot handles the first pass, allowing you to scale quality without adding headcount.
WEX standardized development on GitHub to drive 30% higher developer productivity.
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Increase capacity
Scale your engineering output and unblock your roadmap without the need to add additional headcount.
Institutional knowledge
Surface team-specific coding standards and best practices instantly within the IDE to reduce iteration loops.
Standardized governance
Enforce consistent quality standards and reduce support costs by catching defects before they escape into production.
Get started by using GitHub Rulesets to make Copilot a mandatory reviewer on your highest-traffic repositories.
2. Use GitHub Rulesets to set Copilot as a mandatory reviewer
Institutionalize adoption by using GitHub Rulesets to require Copilot code review on every pull request. Making Copilot a mandatory reviewer removes opt-in friction and ensures AI-powered review becomes part of your team’s default workflow.
3. Apply custom instructions to enforce your specific team standards
Configure custom instructions so Copilot’s reviews reflect your team’s coding conventions, architectural patterns, and security requirements. This keeps feedback relevant, actionable, and aligned with how your organization builds software.
4. Measure the lift over two sprints
Baseline current pull request latency and review turnaround, then compare results after the two-sprint pilot. Use these metrics to quantify impact, validate value, and confidently decide when to scale beyond the pilot.
Get started
Launch a focused two-sprint pilot by using GitHub Rulesets to make Copilot code review a mandatory reviewer on your highest-traffic repositories. This approach embeds Copilot directly into your review workflow—driving consistent usage and measurable impact from day one.