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Live, Snapshot, Cache: the three-way decision before storing a derived value

Live, Snapshot, Cache: the three-way decision before storing a derived value

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5 min read
Designing an exception taxonomy for document pipelines

Designing an exception taxonomy for document pipelines

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2 min read
AI-Generated Code Quality Is Collapsing: The Silent Crisis Nobody Wants to Talk About [2026]

AI-Generated Code Quality Is Collapsing: The Silent Crisis Nobody Wants to Talk About [2026]

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7 min read
Scale Wars #6 — Spotify: The Squad Model and the Power of Golden Paths

Scale Wars #6 — Spotify: The Squad Model and the Power of Golden Paths

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3 min read
Scale Wars #7 — What We Learned from the Giants (Series Finale)

Scale Wars #7 — What We Learned from the Giants (Series Finale)

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3 min read
Scale Wars #3 — Amazon: Two-Pizza Teams and the SOA Manifesto

Scale Wars #3 — Amazon: Two-Pizza Teams and the SOA Manifesto

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3 min read
Building a Production-Grade AI Fact-Checker: Patterns, Pipelines, and the Question Every AI Engineer Must Answer

Building a Production-Grade AI Fact-Checker: Patterns, Pipelines, and the Question Every AI Engineer Must Answer

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9 min read
Is it a good practice to use a single Builder pattern for both Creating and Updating an entity?

Is it a good practice to use a single Builder pattern for both Creating and Updating an entity?

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2 min read
Scale Wars — The Architectural Secrets of Tech Giants

Scale Wars — The Architectural Secrets of Tech Giants

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1 min read
Why Some Codebases Are Hard to Understand: Cognitive Surface Area and the Hidden Cost of System Navigation

Why Some Codebases Are Hard to Understand: Cognitive Surface Area and the Hidden Cost of System Navigation

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14 min read
Borrow Checker Wins: Eliminating Races Before They Exist

Borrow Checker Wins: Eliminating Races Before They Exist

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6 min read
Why Signatures Make Automatic Optimization Easier Than Writing Prompts Directly

Why Signatures Make Automatic Optimization Easier Than Writing Prompts Directly

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7 min read
Tech Job Market in 2026: The Great Bifurcation Is Here and Most Engineers Aren't Ready

Tech Job Market in 2026: The Great Bifurcation Is Here and Most Engineers Aren't Ready

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7 min read
Building for the Next 10 Years: The Design Principles of apcore

Building for the Next 10 Years: The Design Principles of apcore

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3 min read
AI Didn’t Kill Web Development — It Changed It

AI Didn’t Kill Web Development — It Changed It

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4 min read
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