We will analyze the PRs of ~30k developers to see how the size of PRs correlates with lead time, comments received and change failure, to try and find what statistically is the best size, as well as examine what affects it
How running 200 million Lambdas in a year unveiled the agility and ease of serverless, but also revealed their pitfalls — scaling’s promise meets nuanced reality.
Unlock the power of scrum metrics for sprint health without micromanagement. Guide for engineering managers balancing productivity, forecasting, and team trust.
Unlock responsive, scalable systems with event-driven architecture. Discover how EDA works, when to use it, real-world examples, pitfalls to avoid, and actionable steps for engineering teams focused on productivity, wellbeing, and innovation.
Learn how to spot developer burnout before it’s too late. Practical early warning signs, real scenarios, and actionable steps for engineering managers.
Discover a practical framework for technical debt management. Learn how to boost engineering velocity, team wellbeing, and code quality with actionable steps.
Explore technical debt examples, their hidden costs, and how to spot and tackle them before they impact your team and codebase. Actionable guide for leaders.
Unlock the power of DORA metrics implementation without data overload. Practical, supportive guide for engineering teams to ship fast and build trust.
Agile project management helps engineering teams deliver faster and adapt to change. Learn practical steps, tools, and pitfalls to empower your team.
Microservices architecture can boost team autonomy and scalability, but it’s not for every organisation. Explore when microservices make sense, when they don’t, and how to avoid common pitfalls—plus checklists, real-world scenarios, and expert guidance for engineering leaders.
Discover which software architecture patterns fit your team and product—layered, microservices, event-driven, monolithic, or modular. Learn how to choose the right approach for developer productivity, wellbeing, and future scalability. Actionable advice, real-world examples, and an expert decision framework inside.
Discover how to run agile ceremonies—standups, retros, and planning sessions—that truly work for engineering teams. Get practical tips, real-world examples, and a checklist to boost productivity, trust, and developer wellbeing.