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Service Boundaries Should Follow Team Boundaries
What I learned splitting and un-splitting a service nobody fully owned, and the six questions I now bring to architecture reviews.
Jun 9
•
Willian Correa
2
The Title Convergence Problem
Staff Engineer and Engineering Manager stopped being different jobs at senior levels. The things that still differ are decision authority, blast radius…
Jun 2
•
Willian Correa
2
May 2026
The Two-Person Team Is a Fantasy
AI tooling raised the ceiling on shipping speed. The minimum viable team for production work is still three or four.
May 26
•
Willian Correa
2
Billable Hours Are Dead. What Replaces Them?
When AI collapses execution time, the pricing model built on it breaks. The problem is that outcome-based pricing requires something most client…
May 19
•
Willian Correa
2
The Onboarding Problem Nobody Talks About
AI has taken over the small tasks that used to teach new engineers how a system works. Leaders who don't rebuild the learning function will find out in…
May 11
•
Willian Correa
7
What AI Exposed About Engineering Management
Behind the 'should EMs code?' debate, the data shows how the role actually changed and which managers got caught off guard.
May 7
•
Willian Correa
April 2026
Tokenmaxxing Is the Budget Game, Played With AI Tokens
Silicon Valley's new productivity metric rewards consumption over outcomes. Anyone who's managed a fiscal year-end budget has seen this movie before.
Apr 27
•
Willian Correa
2
Platform Teams Forgot They Have Customers
Why most internal platforms look like catalogs of unused features, and the three metrics that force the conversation back to adoption.
Apr 23
•
Willian Correa
2
The Foreman Problem: Managing Teams When Your Best Worker Isn't Human
Every major technology shift invented a new kind of manager. AI is doing it again, and the job description doesn't exist yet.
Apr 22
•
Willian Correa
3
Ninety Percent of CEOs Say AI Changed Nothing. The Other Ten Percent Have a PR Team.
An NBER survey of 6,000 executives reveals a productivity gap that most boardrooms won't talk about honestly.
Apr 14
•
Willian Correa
6
2
Three Hundred Sixty Billion Dollars and Basically Zero
Big Tech's 2025 AI spending produced no measurable economic impact. The historical record says that's exactly what should happen.
Apr 8
•
Willian Correa
5
March 2026
AI Won't Lower Your Engineering Bar. Poor Adoption Will.
What nine recent studies reveal about code quality, delivery stability, and leadership accountability when engineering teams adopt AI coding tools.
Mar 31
•
Willian Correa
3
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