The AI Productivity Paradox

Measuring What Really Matters in Software Development

AI coding assistants are reshaping how software gets built — but the true impact isn’t always positive.

While 81% of developers now use AI and feel more productive, new research reveals growing instability, duplicate code, and shrinking delivery cycles.

Engineering leaders face a new challenge: how to harness AI’s potential without sacrificing quality, maintainability, or team velocity.

What You’ll Learn

  • How to measure AI’s impact beyond surface-level productivity metrics
  • Why bad developer experience signals hidden risks in your workflow
  • Practical strategies to reduce technical debt in AI-assisted teams
  • A roadmap for sustainable AI adoption that balances speed and stability

Download the eBook to uncover the real cost of AI-driven development — and how to lead your team toward smarter, more sustainable innovation.

Read the guide

Visual Studio Code is required to install GitLens.

Don’t have Visual Studio Code? Get it now.
Continue to install GitLens

Team Collaboration Services

Secure cloud-backed services that span across all products in the DevEx platform to keep your workflows connected across projects, repos, and team members
Launchpad – All your PRs, issues, & tasks in one spot to kick off a focused, unblocked day. Code Suggest – Real code suggestions anywhere in your project, as simple as in Google Docs. Cloud Patches – Speed up PR reviews by enabling early collaboration on work-in-progress. Workspaces – Group & sync repos to simplify multi-repo actions, & get new devs coding faster. DORA Insights – Data-driven code insights to track & improve development velocity. Security & Admin – Easily set up SSO, manage access, & streamline IdP integrations.
Start Your Free Trial

GitKraken Browser Extension

Your bridge between apps
Track PRs   –   View PRs in GitKraken or VS Code  –   Work More Effectively with Repo Providers
Add to Chrome
Add to Firefox
Add to Microsoft Edge

GitLens for VS Code

Your IDE, Smarter with Git
40M+ INSTALLS
Navigate Git, Minimize Mistakes – Unblock PR & Code Reviews – Manage Multiple Repos – Code with Momentum
Install GitLens in VS Code

GitKraken CLI

Ultimate CLI for Git Collaboration
Bring PRs, WIPs & Issues to the Terminal – Run Multi-Repo Commands – Manage Groups of Repos – Suggest Code Revisions 
winget install gitkraken.cli
Or download on GitHub

GitKraken.dev

Your Command Center in the Browser
Track PRs & Issues – Suggest and Share Code Changes – Ramp Up New Devs Faster – Bring Your Team Together – Secure and Control Your Data
Sign Into Your Account
Sign up for free

GitKraken Desktop

Simplify Git For Any OS
Visualize Git, Minimize Mistakes   –   Unblock PR & Code Reviews   –   Manage Multiple Repos   – Resolve Merge Conflicts with Ease   –   Ramp Up Devs Faster
Start Free GitKraken Pro Trial