machuz

Observer of the software universe. Measuring gravity, not activity.

Japan Joined on Mar 11, 2026 https://github.com/machuz/engineering-impact-score

machuz

Apr 19

Structure-Driven Engineering Organization Theory #10 — Conclusion: Building an OS, Not an Organization

#management #leadership #engineering #culture

8 min read

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machuz

Apr 19

Structure-Driven Engineering Organization Theory #9 — Connecting to OrbitLens

#management #leadership #product #engineering

13 min read

machuz

Apr 19

Structure-Driven Engineering Organization Theory #8 — Conditions for a Structure-Driven Organization

#management #leadership #engineering #observability

9 min read

machuz

Apr 19

Structure-Driven Engineering Organization Theory #7 — Making Culture

#management #leadership #culture #engineering

12 min read

machuz

Apr 19

Structure-Driven Engineering Organization Theory #6 — Designing Interventions (1-on-1 / Pair Programming)

#management #leadership #engineering #productivity

10 min read

machuz

Apr 17

Structure-Driven Engineering Organization Theory #5 — Product-Organization Isomorphism

#management #leadership #productdesign #architecture

12 min read

machuz

Apr 17

Structure-Driven Engineering Organization Theory #4 — The Layer Structure of Organizations

#management #leadership #engineering #architecture

20 min read

machuz

Apr 17

Structure-Driven Engineering Organization Theory #3 — People, Read as Types

#management #leadership #engineering #career

11 min read

machuz

Apr 17

Structure-Driven Engineering Organization Theory #2 — What Remains Is Structure

#engineering #leadership #git #career

8 min read

machuz

Apr 17

Structure-Driven Engineering Organization Theory #1 — The Concept of Observation

#management #leadership #engineering #observability

9 min read

machuz

Apr 17

Structure-Driven Engineering Organization Theory #0 — Why Existing Org Theory Doesn't Work

#management #leadership #engineering #culture

11 min read

machuz

Apr 17

DORA, SPACE, LinearB — and the Question They All Leave Unanswered

#productivity #devops #git #opensource

8 min read

machuz

Mar 18

Git Archaeology #0 — What If Git History Could Tell You Who Your Strongest Engineers Are?

#opensource #productivity #git #career

14 min read

machuz

Mar 15

Git Archaeology — A Complete Theory of Software Universes

#opensource #productivity #git #career

7 min read

machuz

Mar 15

Git Archaeology #16 (Final) — The Engineers Who Shape Gravity

#opensource #productivity #git #career

4 min read

machuz

Mar 15

Git Archaeology #15 — AI Creates Stars, Not Gravity

#ai #opensource #git #career

16 min read

machuz

Mar 15

Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations

#opensource #productivity #git #career

11 min read

machuz

Mar 15

Git Archaeology #15 — AI Creates Stars, Not Gravity

#ai #opensource #git #career

16 min read

machuz

Mar 15

Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations

#opensource #productivity #git #career

12 min read

machuz

Mar 14

Git Archaeology #13 — Cosmology of Code

#opensource #productivity #git #career

18 min read

machuz

Mar 14

Git Archaeology #12 — Collapse: Good Architects and Black Hole Engineers

#opensource #productivity #git #career

6 min read

machuz

Mar 14

Git Archaeology #11 — Entropy: The Universe Always Tends Toward Disorder

#opensource #productivity #git #career

5 min read

machuz

Mar 14

Git Archaeology #10 — Dark Matter: The Invisible Gravity

#opensource #productivity #git #career

6 min read

machuz

Mar 14

Git Archaeology #9 — Origin: The Big Bang of Code Universes

#opensource #productivity #git #career

4 min read

machuz

Mar 14

Git Archaeology #8 — Engineering Relativity: Why the Same Engineer Gets Different Signals

#opensource #productivity #git #career

8 min read

machuz

Mar 14

Git Archaeology #7 — Observing the Universe of Code

#opensource #productivity #git #career

7 min read

machuz

Mar 14

Git Archaeology #6 — Teams Evolve: The Laws of Organization Revealed by Timelines

#opensource #productivity #git #career

12 min read

machuz

Mar 14

Git Archaeology #5 — Timeline: Signals Don't Lie, and They Capture Hesitation Too

#opensource #productivity #git #career

12 min read

machuz

Mar 14

Git Archaeology #4 — Backend Architects Converge: The Sacred Work of Laying Souls to Rest

#opensource #productivity #git #career

11 min read

machuz

Mar 14

Git Archaeology #3 — Two Paths to Architect: How Engineers Evolve Differently

#opensource #productivity #git #career

10 min read

machuz

Mar 12

Git Archaeology #2 — Beyond Individual Signals: Measuring Team Health from Git History

#opensource #productivity #git #teams

6 min read

machuz

Mar 11

Git Archaeology #1 — Measuring Engineering Impact from Git History Alone

#opensource #productivity #git #career

8 min read

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Writing Debut

Structure-Driven Engineering Organization Theory #10 — Conclusion: Building an OS, Not an Organization

Want to connect with machuz?

Structure-Driven Engineering Organization Theory #9 — Connecting to OrbitLens

Structure-Driven Engineering Organization Theory #8 — Conditions for a Structure-Driven Organization

Structure-Driven Engineering Organization Theory #7 — Making Culture

Structure-Driven Engineering Organization Theory #6 — Designing Interventions (1-on-1 / Pair Programming)

Structure-Driven Engineering Organization Theory #5 — Product-Organization Isomorphism

Structure-Driven Engineering Organization Theory #4 — The Layer Structure of Organizations

Structure-Driven Engineering Organization Theory #3 — People, Read as Types

Structure-Driven Engineering Organization Theory #2 — What Remains Is Structure

Structure-Driven Engineering Organization Theory #1 — The Concept of Observation

Structure-Driven Engineering Organization Theory #0 — Why Existing Org Theory Doesn't Work

DORA, SPACE, LinearB — and the Question They All Leave Unanswered

Git Archaeology #0 — What If Git History Could Tell You Who Your Strongest Engineers Are?

Git Archaeology — A Complete Theory of Software Universes

Git Archaeology #16 (Final) — The Engineers Who Shape Gravity

Git Archaeology #15 — AI Creates Stars, Not Gravity

Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations

Git Archaeology #15 — AI Creates Stars, Not Gravity

Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations

Git Archaeology #13 — Cosmology of Code

Git Archaeology #12 — Collapse: Good Architects and Black Hole Engineers

Git Archaeology #11 — Entropy: The Universe Always Tends Toward Disorder

Git Archaeology #10 — Dark Matter: The Invisible Gravity

Git Archaeology #9 — Origin: The Big Bang of Code Universes

Git Archaeology #8 — Engineering Relativity: Why the Same Engineer Gets Different Signals

Git Archaeology #7 — Observing the Universe of Code

Git Archaeology #6 — Teams Evolve: The Laws of Organization Revealed by Timelines

Git Archaeology #5 — Timeline: Signals Don't Lie, and They Capture Hesitation Too

Git Archaeology #4 — Backend Architects Converge: The Sacred Work of Laying Souls to Rest

Git Archaeology #3 — Two Paths to Architect: How Engineers Evolve Differently

Git Archaeology #2 — Beyond Individual Signals: Measuring Team Health from Git History

Git Archaeology #1 — Measuring Engineering Impact from Git History Alone