20 articles

📰 Dev.to · machuz

Articles from Dev.to · machuz · 20 articles · Updated every 3 hours · View all reads

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Git Archaeology #0 — What If Git History Could Tell You Who Your Strongest Engineers Are?
Dev.to · machuz 3w ago
Git Archaeology #0 — What If Git History Could Tell You Who Your Strongest Engineers Are?
A 3-minute intro to Engineering Impact Signal — an OSS CLI that quantifies engineering impact from git log and git blame alone. No API keys, no AI tokens.
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Git Archaeology — A Complete Theory of Software Universes
Dev.to · machuz 3w ago
Git Archaeology — A Complete Theory of Software Universes
16 chapters condensed: how git log and git blame reveal engineer gravity, team health, software cosmology, and why AI creates stars but not gravity.
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Git Archaeology #16 (Final) — The Engineers Who Shape Gravity
Dev.to · machuz 3w ago
Git Archaeology #16 (Final) — The Engineers Who Shape Gravity
Git remembers the past. AI imagines the future. Between them, engineers shape gravity.
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Git Archaeology #15 — AI Creates Stars, Not Gravity
Dev.to · machuz 3w ago
Git Archaeology #15 — AI Creates Stars, Not Gravity
AI creates stars. But it doesn't create gravity. What happens when code universes experience their first starburst?
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Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations
Dev.to · machuz 3w ago
Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations
Most code universes die. Only a few become civilizations — self-sustaining structures that outlast their creators.
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Git Archaeology #15 — AI Creates Stars, Not Gravity
Dev.to · machuz 3w ago
Git Archaeology #15 — AI Creates Stars, Not Gravity
AI creates stars. But it doesn't create gravity. What happens when code universes experience their first starburst?
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Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations
Dev.to · machuz 3w ago
Git Archaeology #14 — Civilization: Why Only Some Codebases Become Civilizations
Most code universes die. Only a few become civilizations — self-sustaining structures that outlast their creators.
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Git Archaeology #13 — Cosmology of Code
Dev.to · machuz 4w ago
Git Archaeology #13 — Cosmology of Code
Final chapter of Engineering Impact Signal. Git archaeology is the astronomy of code universes.
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Git Archaeology #12 — Collapse: Good Architects and Black Hole Engineers
Dev.to · machuz 4w ago
Git Archaeology #12 — Collapse: Good Architects and Black Hole Engineers
Chapter 12 of Engineering Impact Signal. Not all strong gravity is good gravity. Some engineers create structure that survives their departure. Others create gr
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Git Archaeology #11 — Entropy: The Universe Always Tends Toward Disorder
Dev.to · machuz 4w ago
Git Archaeology #11 — Entropy: The Universe Always Tends Toward Disorder
Chapter 11 of Engineering Impact Signal. Entropy always increases. Engineers fight it.
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Git Archaeology #10 — Dark Matter: The Invisible Gravity
Dev.to · machuz 4w ago
Git Archaeology #10 — Dark Matter: The Invisible Gravity
Chapter 10 of Engineering Impact Signal. Most of the universe's mass is invisible. The same is true in code universes.
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Git Archaeology #9 — Origin: The Big Bang of Code Universes
Dev.to · machuz 4w ago
Git Archaeology #9 — Origin: The Big Bang of Code Universes
Chapter 9 of Engineering Impact Score. Every universe has an origin. In code universes, it's the first commit.
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Git Archaeology #8 — Engineering Relativity: Why the Same Engineer Gets Different Scores
Dev.to · machuz 4w ago
Git Archaeology #8 — Engineering Relativity: Why the Same Engineer Gets Different Scores
Chapter 8 of Engineering Impact Score. The same engineer produces different EIS scores in different codebases — and that's not a bug, it's physics.
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Git Archaeology #7 — Observing the Universe of Code
Dev.to · machuz 4w ago
Git Archaeology #7 — Observing the Universe of Code
Chapter 7 of Engineering Impact Signal. Codebases have gravitational structures. Great engineers don't just write code — they bend the gravity of codebases.
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Git Archaeology #6 — Teams Evolve: The Laws of Organization Revealed by Timelines
Dev.to · machuz 4w ago
Git Archaeology #6 — Teams Evolve: The Laws of Organization Revealed by Timelines
Chapter 6 of Engineering Impact Score. When individual changes ripple into team-level shifts, patterns emerge — and those patterns have laws.
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Git Archaeology #5 — Timeline: Signals Don't Lie, and They Capture Hesitation Too
Dev.to · machuz 4w ago
Git Archaeology #5 — Timeline: Signals Don't Lie, and They Capture Hesitation Too
Chapter 5 of Engineering Impact Signal. When you line up quarterly snapshots, numbers start telling stories — including the ones people don't talk about.
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Git Archaeology #4 — Backend Architects Converge: The Sacred Work of Laying Souls to Rest
Dev.to · machuz 4w ago
Git Archaeology #4 — Backend Architects Converge: The Sacred Work of Laying Souls to Rest
Chapter 4 of Engineering Impact Signal. Backend teams evolve differently — and departed Architects leave souls that must be laid to rest.
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Git Archaeology #3 — Two Paths to Architect: How Engineers Evolve Differently
Dev.to · machuz 4w ago
Git Archaeology #3 — Two Paths to Architect: How Engineers Evolve Differently
Chapter 3 of Engineering Impact Signal. Architects don't come from one mold — inheritance vs. emergence, and why cold numbers tell the most human stories.
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Git Archaeology #2 — Beyond Individual Signals: Measuring Team Health from Git History
Dev.to · machuz 1mo ago
Git Archaeology #2 — Beyond Individual Signals: Measuring Team Health from Git History
Chapter 2 of Engineering Impact Signal. Team-level analysis — complementarity, risk ratio, productivity density — all from git data you already have.
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Git Archaeology #1 — Measuring Engineering Impact from Git History Alone
Dev.to · machuz 1mo ago
Git Archaeology #1 — Measuring Engineering Impact from Git History Alone
A 7-axis observation model that quantifies engineer impact using nothing but git log and git blame. Code survival, debt cleanup, bus factor — all from data you
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