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Lean Is Becoming AI's Trust Layer

Lean Is Becoming AI's Trust Layer

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9 min read
Your Agent Will Refactor a Working Function and Quietly Drop the Edge Case

Your Agent Will Refactor a Working Function and Quietly Drop the Edge Case

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3 min read
Your spec is not brittle because it is strict — it is brittle in proportion to how much it names your internals

Your spec is not brittle because it is strict — it is brittle in proportion to how much it names your internals

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7 min read
Code entropy: how CI checks keep AI from piling up legacy

Code entropy: how CI checks keep AI from piling up legacy

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6 min read
Sonar Duplication in TypeScript Static Sites

Sonar Duplication in TypeScript Static Sites

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3 min read
Agent PRs revert at 6.1% or 14.5%, depending on the vendor

Agent PRs revert at 6.1% or 14.5%, depending on the vendor

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5 min read
Nine blockers on a feature that was two screens and a button

Nine blockers on a feature that was two screens and a button

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4 min read
Printed Circuit Board Assembly (PCBA): Yield, Traceability, and Test for Software Engineers

Printed Circuit Board Assembly (PCBA): Yield, Traceability, and Test for Software Engineers

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5 min read
The Feedback Loop: How Code Reviews Accelerate Your Programming Practice

The Feedback Loop: How Code Reviews Accelerate Your Programming Practice

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5 min read
Reviewing an Agent PR That Retries Model Calls Without a Budget

Reviewing an Agent PR That Retries Model Calls Without a Budget

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5 min read
Null hypothesis: AI code differs

Null hypothesis: AI code differs

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2 min read
Halving Codebase Duplication in Static Site Generators

Halving Codebase Duplication in Static Site Generators

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3 min read
Fixing SonarCloud Quality Gate Rating E to A in Production

Fixing SonarCloud Quality Gate Rating E to A in Production

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2 min read
Knowing the Words Isn't Knowing the Language

Knowing the Words Isn't Knowing the Language

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3 min read
PR-Agent on Azure DevOps: pipelines, Branch Policies, and webhooks

PR-Agent on Azure DevOps: pipelines, Branch Policies, and webhooks

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6 min read
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