3 min read
Leadership
Why juniors need more guidance now
AI coding tools can hide when junior developers need help. Senior engineers need to provide context early and help juniors develop judgment.
Browse the notebook
Software Engineering
Articles in this topic
3 min read
Leadership
Before Hiring More Developers, Find Out What Is Blocking Delivery
Before hiring more engineers, trace where delivery stalls. Separate implementation capacity from unresolved decisions, dependencies, and leadership gaps.
3 min read
Leadership
Burning More Tokens Does Not Make Your Team More Productive
Token consumption measures AI activity, not developer productivity. Evaluate delivery, review effort, rework, reliability, and learning across the team.
3 min read
Leadership
Coding Interviews Should Evaluate AI Collaboration
Coding interviews should evaluate how candidates collaborate with AI, verify generated code, debug failures, and take responsibility for the result.
3 min read
Engineering
You're Vibe Coding Wrong
The framework for when to vibe code, when to engineer, and how to avoid the permanent prototype trap. Learn the systematic approach to graduate from exploration to production-ready software.
5 min read
Leadership
Why 90% of Engineers Can't Debug (They're Looking in the Wrong Place)
The systematic approach to debugging complex systems by mapping end-to-end flows before diving into code. Learn how to ramp up quickly in unfamiliar environments by zooming out before zooming in.
4 min read
Engineering
Don't Be a Tool Engineer
Why defining yourself by your tools instead of your problem-solving ability limits your career growth. A perspective on engineering identity, the keyword economy, and how to think like a real engineer.
4 min read
Leadership
Why Your $200k+ Engineers Are ACTUALLY Useless AND It's Your Fault
Stop treating expensive talent like expensive tools. A critical look at the communication pattern that wastes millions in engineering talent and how to fix it.
4 min read
Architecture
Why You Shouldn't Use Microservices (Unless You Should)
Microservices aren't just a technical decision, they're a team management strategy. Here's when they make sense and when they don't.