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AI Agents Don't Fail at Code. They Fail at Learning.

AI Agents Don't Fail at Code. They Fail at Learning.

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8 min read
DAG TOML: How I Turned Four Months of Code-Review Pain into a Machine-Checkable Planning Format

DAG TOML: How I Turned Four Months of Code-Review Pain into a Machine-Checkable Planning Format

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10 min read
AI code review is a routing problem now

AI code review is a routing problem now

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6 min read
We stopped fixing symptoms in production

We stopped fixing symptoms in production

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1 min read
Automated Code Quality and Zero-Config PR Management

Automated Code Quality and Zero-Config PR Management

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6 min read
Three Targets I Set for My Engineering Team

Three Targets I Set for My Engineering Team

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5 min read
Cerbi Scanner: Find Risky Log Calls Before They Ship

Cerbi Scanner: Find Risky Log Calls Before They Ship

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5 min read
The Bus Factor Is a Lie — and What to Measure Instead

The Bus Factor Is a Lie — and What to Measure Instead

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5 min read
Beyond 'any': Mastering TypeScript's Utility Types for Cleaner and Safer Code

Beyond 'any': Mastering TypeScript's Utility Types for Cleaner and Safer Code

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7 min read
Why we use proptest and Kani in kcore

Why we use proptest and Kani in kcore

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2 min read
Code That Lasts: Mastering Software Design Principles (with Golang)

Code That Lasts: Mastering Software Design Principles (with Golang)

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5 min read
Vibe Coding Tech Debt: How to Audit and Refactor AI-Generated Code Before It Destroys Your Codebase [2026]

Vibe Coding Tech Debt: How to Audit and Refactor AI-Generated Code Before It Destroys Your Codebase [2026]

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6 min read
XSLT validator online: catch errors before running your transform

XSLT validator online: catch errors before running your transform

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2 min read
Why One Should Read AI-Generated Code With Intent

Why One Should Read AI-Generated Code With Intent

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4 min read
Why AI-Generated Code Is Always Good Enough — And Never Great

The hidden friction of missing intent

Why AI-Generated Code Is Always Good Enough — And Never Great

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6 min read
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