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.
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Technical Leadership
Articles in this topic
3 min read
Leadership
Running a Model Locally Makes Your Team the Vendor
Running a model locally shifts production work to your team. Evaluate capacity, reliability, security, and engineering time before replacing an external API.
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.
5 min read
Leadership
What Type of CTO Does Your Startup Really Need?
A CTO is not just a CTO. Early-stage startups need builders, growing startups need architects, and larger companies need executives. Hiring for the wrong stage can cost you hundreds of thousands of dollars and push the company in the wrong direction.
2 min read
Architecture
Claude Got Banned From Government Systems --- Here's the Lesson.
When Claude was banned from government systems, some teams swapped providers in a day. Others faced months of refactoring. The difference? Building every integration for replaceability. Here's why this principle applies to every dependency you have.
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.
2 min read
Leadership
I Found the AI Cheat Code That Will Make You a 10x Developer
The key to maximizing AI development tools: treat them like team members you lead, not just code generators. Learn the mindset shift from implementer to orchestrator that multiplies your AI productivity.
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.