Learn modern project management strategies, release planning, QA integration, and team scaling. Insights for engineering leaders and project managers.
Agility is not one thing. It's a philosophy born in 2001 with 4 simple values that exploded into dozens of different frameworks. Scrum, Kanban, Shape Up, XP, Lean... Which one fits your team?
Working with AI promises a miracle: develop faster. And it’s true. Code lines write themselves more quickly, features take shape in hours instead of days. But this promise hides an invisible price, often ignored or minimized: the progressive loss of mastery.
We celebrate the speed gain. Five features written in a week instead of three—that’s measurable. Quantifiable. But how do you measure the loss of mastery? How do you account for what you no longer truly understand?
The PM writes: 'Add multi-factor authentication'. The dev team discovers the current architecture only supports one authentication method. Complete refactoring required. 3 weeks wasted. AI could have analyzed the code before writing the spec.
The new developer asks: What exactly is a release candidate here? You point to the Notion glossary created 8 months ago. They find 3 contradictory definitions. Welcome to the technical glossary graveyard.
The CTO asks: "Our data is hosted in Europe, right?" The DevOps replies: "Technically yes, but the host is American..." Welcome to the fog of data sovereignty.
The dev reads the user story: 'As a user, I want to log out to secure my account.' He asks: 'OK but concretely, what do I do?' Welcome to the world of vague user stories.
The dev answers: "I'm on Project A, Project B, Project C and Project D at the same time. I spend my day switching. I finish nothing." Welcome to multi-project syndrome.
The dev asks: "Why has my feature been blocked for 3 weeks?". You discover it depends on the backend team, who's waiting for the infra team, who's waiting for a CTO decision. Nobody knew. Welcome to hidden dependencies hell.
The Product Manager asks: 'What are we shipping in Q2?'. You open the backlog: 537 unsorted issues, 47 marked 'urgent', 12 different priorities. Nobody has an answer. Welcome to backlog chaos.
Your new developer asks: 'How does authentication work?'. You point to 3 different Notion docs from 6 months ago. None match the current code. Welcome to the dead documentation graveyard.
