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AI-powered PR scoring platform for engineering teams. Open source and self-hostable.

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Engineering Insights

GitRank Blog

Insights and best practices for measuring developer productivity, improving code review, and building high-performing engineering teams.

Agentic AI analyzing code review processes with neural networks and flowing data connections
agentic-ai
code-review
ai

The Rise of Agentic AI in Code Review: What Engineering Teams Need to Know

Discover how agentic AI is revolutionizing code review processes, from automated quality scoring to intelligent feedback generation for engineering teams.

Jay Derinbogaz
Dec 30, 2025
8 min read
Futuristic developer workspace with AI coding tools and holographic interfaces showing the evolution of software development in 2026
ai
productivity
developer-experience

AI Coding Tools in 2026: Impact, Adoption, and Best Practices

Explore how AI coding tools are transforming software development in 2026. Learn adoption strategies, best practices, and real-world impact on team productivity.

Jay Derinbogaz
Dec 30, 2025
7 min read
Engineering team collaborating in a psychologically safe environment, discussing code together with open body language and engaged expressions
psychological-safety
engineering-culture
team-management

Building Psychological Safety in Engineering Teams: The Foundation of High-Performing Development Culture

Learn how to create psychological safety in engineering teams to boost innovation, reduce bugs, and improve developer satisfaction with actionable strategies.

Jay Derinbogaz
Dec 30, 2025
7 min read
Streamlined software development cycle showing optimized workflow from code to production
cycle-time
productivity
code-quality

Cycle Time Reduction: How to Ship Code Faster Without Sacrificing Quality

Learn proven strategies to reduce development cycle time while maintaining code quality. Optimize your team's delivery speed with actionable insights.

Jay Derinbogaz
Dec 30, 2025
7 min read
Illustration depicting work-life balance for developers with a scale showing laptop and wellness symbols
developer-burnout
engineering-management
team-culture

Developer Burnout: Prevention Strategies for Engineering Managers

Learn proven strategies to prevent developer burnout in your team. Practical tips for engineering managers to maintain healthy, productive development teams.

Jay Derinbogaz
Dec 30, 2025
7 min read
Illustration of developers working happily in an optimized environment with DevEx tools and cultural elements
developer-experience
engineering-culture
talent-retention

Developer Experience (DevEx): Building a Culture That Retains Top Talent

Learn how to create an exceptional developer experience that attracts and retains top engineering talent through culture, tools, and processes.

Jay Derinbogaz
Dec 30, 2025
8 min read
DORA metrics dashboard showing deployment frequency, lead time, change failure rate, and time to restore service visualizations
dora-metrics
engineering-management
productivity

DORA Metrics Explained: A Complete Guide for Engineering Leaders

Master DORA metrics to transform your engineering team's performance. Learn deployment frequency, lead time, and failure recovery strategies.

Jay Derinbogaz
Dec 30, 2025
7 min read
Code review metrics dashboard showing pull request analytics, cycle times, and team performance indicators
code-review
engineering-metrics
productivity

The Engineering Metrics that Matter: How to Evaluate and Improve Code Reviews

Discover the key metrics that transform code reviews from bottlenecks into productivity engines. Learn what to measure and how to improve your team's review process.

Jay Derinbogaz
Dec 30, 2025
7 min read
Engineering team effectiveness dashboard showing key performance metrics and analytics
engineering-management
metrics
productivity

Engineering Team Effectiveness: Metrics That Actually Matter

Discover the key metrics that truly measure engineering team effectiveness beyond vanity numbers. Learn actionable insights for better team performance.

Jay Derinbogaz
Dec 30, 2025
7 min read
Illustration of pull request workflow showing developers collaborating on code review and merge process
pull-requests
code-review
best-practices

Pull Request Best Practices: From Review to Merge

Master the art of pull requests with proven best practices for creating, reviewing, and merging code changes that boost team productivity.

Jay Derinbogaz
Dec 30, 2025
8 min read
Illustration comparing confusing story point estimation with clear engineering metrics
story-points
agile
engineering-management

The Problem with Story Points: Better Alternatives for Engineering Teams

Story points often create more confusion than clarity. Discover better alternatives for estimating work and measuring engineering productivity.

Jay Derinbogaz
Dec 30, 2025
7 min read
GitRank dashboard showing PR scores and developer leaderboard
getting-started
tutorial
setup

Getting Started with GitRank: AI-Powered PR Scoring in Minutes

Learn how to set up GitRank to automatically score your pull requests using Claude AI and track developer contributions in under 5 minutes.

Jay Derinbogaz
Jan 15, 2025
3 min read
AI analyzing code changes with visual scoring indicators
ai
code-review
engineering-culture

5 Ways AI-Powered Code Review Transforms Engineering Teams

Discover how AI code review tools like GitRank help engineering teams ship faster, reduce bias, and build a culture of recognition.

Jay Derinbogaz
Jan 10, 2025
4 min read
Dashboard showing various developer productivity metrics
productivity
metrics
engineering-management

Beyond Lines of Code: How to Actually Measure Developer Productivity

Lines of code and commit counts don't tell the real story. Learn modern approaches to measuring developer productivity that actually work.

Jay Derinbogaz
Jan 5, 2025
5 min read

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