Articles

Developer documentation: How to measure impact and drive engineering productivity How cognitive complexity creates hidden friction in engineering organizations Product metrics that connect quality to developer productivity Measuring developer activity: what the research says What is developer experience? Complete guide to DevEx measurement and improvement (2026) Why lines of code are a bad measure of developer productivity What are DORA metrics? Complete guide to measuring DevOps performance Platform development: Why developer experience determines success or failure The 8 software quality metrics that actually matter AI-assisted engineering: How AI is transforming software development Developer productivity metrics: Research, frameworks, and implementation guides How to measure AI's impact on developer productivity Value stream mapping: a complete guide for software engineering teams How to measure mean time to restore: The engineering leader's guide What is a pull request? Why engineering leaders use them as organizational diagnostics The SDLC best practices that set top teams apart Engineering manager vs. project manager: Why CTOs need both roles integrated Technical debt ratio: How to measure technical debt 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 Which engineering KPIs actually matter? 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 25 DevOps KPIs that connect engineering work to business results The best SDLC tools in 2025 and how to measure their impact How to turn developer productivity metrics into actionable improvements (2025) How to measure developer productivity: A complete guide with frameworks and metrics What is the SPACE framework and when should you use it? The complete developer productivity glossary Production readiness checklist for dependable releases Service scorecard examples and operational maturity models for engineering teams Incident response automation: how it works and best practices for 2025 What is quality engineering? Complete guide to software quality engineering 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 How to implement collaborative AI coding in enterprise teams: A strategic guide How to measure AI ROI in enterprise software projects: A strategic framework" AI code analysis implementation: Enterprise guide to strategic deployment and ROI measurement 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? 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 How shared services elevate team productivity in platform engineering What is platform as a service (PaaS)? Understanding PaaS solutions & benefits 8 alternatives to Jellyfish software What is performance engineering? Understanding engineering efficiency What are Accelerate metrics? What's the difference between platform engineering and DevOps? Mastering software capitalization: A guide for software engineering leaders The guide to a successful DevOps transformation How to write excellent technical documentation 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