Articles
Browse our glossary of content focused on specific developer productivity topics.
How to measure mean time to restore: The engineering leader's guide
Why some teams get better results from the same SDLC phases
What is a pull request? Why engineering leaders use them as organizational diagnostics
How to measure technical debt ratio: A guide for engineering leaders
Engineering manager vs. project manager: Why CTOs need both roles integrated
The software development KPIs that define modern engineering productivity
How to improve your software release process
Code rot and productivity: When moving fast starts to cost more
Platform engineering in the AI era
Engineering KPIs: A complete guide to measuring productivity and AI impact
What are DORA metrics? Complete guide to measuring DevOps performance
Burndown charts: when to use them—and when they mislead engineering teams
AI engineers vs. software engineers: how AI is changing the experience of building software
Why code and cyclomatic complexity metrics mislead engineering teams (and what works instead)
Agile velocity vs capacity: Understanding each and their best use
Beyond story points: how to measure developer velocity the right way
Understanding and improving lead time for changes
16 developer productivity metrics top companies actually use
Software development metrics: How to track what really drives engineering success
What are Flow Metrics, and how do you use them?
The best SDLC tools in 2025 and how to measure their impact
The 25 DevOps KPIs that connect engineering work to business results
How to turn developer productivity metrics into actionable improvements (2025)
What is developer experience? Complete guide to DevEx measurement and improvement (2025)
How to measure developer productivity: A complete guide with frameworks and metrics
The SPACE framework: A comprehensive guide to developer productivity
The complete developer productivity glossary
Ship with confidence: Production readiness checklists that prevent incidents
Service scorecard examples and operational maturity models for engineering teams
What is quality engineering? Complete guide to software quality engineering
Incident response automation: how it works and best practices for 2025
Monolithic vs microservices architecture: When to choose each approach
What is a developer portal? Complete guide for 2025
What is SRE? Complete guide to site reliability engineering tools and practices
AI code analysis implementation: Enterprise guide to strategic deployment and ROI measurement
How to measure AI ROI in enterprise software projects: A strategic framework"
How to implement collaborative AI coding in enterprise teams: A strategic guide
AI code refactoring: Strategic approaches to enterprise software modernization in 2025
AI code generation: Best practices for enterprise adoption in 2025
What is Spotify Backstage and how does it work in 2025?
Total cost of ownership of AI coding tools
GitHub Copilot vs. Cursor vs. Tabnine: How to choose the right AI coding assistant
AI coding tools ROI calculator: Measure your development team’s productivity gains
How to measure AI's impact on your engineering team
AI coding assistant pricing 2025: Complete cost comparison (GitHub Copilot, Cursor, Tabnine & more)
Is GitHub Copilot worth it? An analysis for engineering leaders
The engineering metrics used by top dev teams
What is data platform engineering?
The 8 software quality metrics that actually matter
DevOps metrics and KPIs that actually drive improvement
What is cycle time?
What Agile metrics really measure
Enhance your code quality with our guide to code review checklists
What is the DXI? The guide to the Developer Experience Index
The best research papers on developer productivity
How developer experience enhances the software development process
How to adapt the Agile process to modern software development
What is platform as a service (PaaS)? Understanding PaaS solutions & benefits
How shared services elevate team productivity in platform engineering
8 alternatives to Jellyfish software
The crucial role of performance engineering in software development
The essentials of platform development in software engineering
Understanding engineering efficiency
What are Accelerate metrics?
What's the difference between platform engineering and DevOps?
Implementing value stream analysis for improved software engineering workflows
The guide to a successful DevOps transformation
How to write excellent technical documentation
Mastering software capitalization: A guide for software engineering leaders
Why lines of code are a bad measure of developer productivity
Can you use Jira to measure DORA metrics?
Master the DevOps lifecycle for high-quality software delivery
Understanding and leveraging sprint velocity for improved developer productivity
Mastering engineering project management: Techniques, challenges, and career success
Six tools to track DORA metrics
Enhancing digital transformation through developer experience
How DevEx drives successful software project management
Why team collaboration is vital in software development
Leveraging tools to measure developer productivity
What McKinsey has to say about developer productivity
DevOps Assessment: Understanding your DevOps maturity
The impact of the 4 key metrics on software development teams
State of DevOps Report: Key takeaways + applications
What is change failure rate?
Test automation: What it is and how to implement
Why developer experience matters when hiring developers
The comprehensive guide to developer documentation
The impact of product metrics on software engineering
Understanding cognitive complexity in software development
Measuring developer activity: what the research says