8 min
Hiring, Promotions, and Layoffs Reveal the Real Strategy
Most companies reveal their real priorities not through strategy decks, but through hiring decisions, promotions, layoffs, and org structure choices.
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Engineering Leadership
Scaling engineering organizations and data platforms.
Playbooks, case studies, and tools from real work with engineering teams (30–100 people) and SaaS products in the $1–30M ARR range.
How to reduce costs, improve delivery, and make better decisions when scaling.
Scaling teams
20 → 70
engineers
Faster delivery
4w → 1w
−75% per feature
Lower infra costs
−20%
Team attrition
24% → 6%
attrition
Featured cases
What this looks like in practice
How We Accelerated Delivery 3× Through Organizational Redesign
A product organization with 3 cross-functional teams operating in a LeSS setup, frequent priority changes, and release cycles stretching to ~6 weeks.
Release cycle
2 weeks
Regression execution
Up to 4 hours
Coordination overhead
Low
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Featured thinking
Recent articles
Featured tool
Try a working tool
CTO Simulator
Simulate how engineering organization decisions impact delivery speed, reliability, costs, agility, and team sustainability over time.