
Waterfall Cycle: The Sequential Method That Built the Industry
Waterfall dominated the industry for decades. Understanding its mechanisms is understanding why modern teams still seek to combine it with other approaches.
Learn modern project management strategies, release planning, QA integration, and team scaling. Insights for engineering leaders and project managers.

Waterfall dominated the industry for decades. Understanding its mechanisms is understanding why modern teams still seek to combine it with other approaches.

A job posting for a developer requires: PHP, Python, JavaScript, Java, C++, Go, Rust, SQL, HTML/CSS, and of course "a few years of experience with Kubernetes." We don't ask that in medicine. Why is it normal in tech?

$20 a month for AI is a subsidy, not a price. Here is what the official figures say about the real cost of each query, and what is about to change.

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.