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A reader said my gate was checking the wrong thing. Proving him right broke my harness twice

A reader said my gate was checking the wrong thing. Proving him right broke my harness twice

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4 min read
The Bug That Passed Every Test — And Still Took Production Down

The Bug That Passed Every Test — And Still Took Production Down

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4 min read
Our parser read 0 of 887 lines from our own production data. The gate didn't call it a failure.

Our parser read 0 of 887 lines from our own production data. The gate didn't call it a failure.

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4 min read
How a Test Coverage Ratchet Finally Fixed the Codebase Everyone Was Afraid to Touch

How a Test Coverage Ratchet Finally Fixed the Codebase Everyone Was Afraid to Touch

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7 min read
Code Review in the AI Era

Code Review in the AI Era

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4 min read
How I Stopped My AI Agent From Grepping Blindly: Building a Code Graph

How I Stopped My AI Agent From Grepping Blindly: Building a Code Graph

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7 min read
I stopped storing facts and started storing claims

I stopped storing facts and started storing claims

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5 min read
Your Dead-Code Detector Found Six Orphan Constants. None of Them Were Dead.

Your Dead-Code Detector Found Six Orphan Constants. None of Them Were Dead.

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6 min read
I Replaced 200 Lines of Code With One AI Agent — Here's What Broke

I Replaced 200 Lines of Code With One AI Agent — Here's What Broke

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9 min read
A quiet transcript does not prove a coding agent has stalled

A quiet transcript does not prove a coding agent has stalled

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3 min read
LLD Data Structures in Design Context: Why Stacks Make Undo, Rollback, and Navigation Feel Natural

LLD Data Structures in Design Context: Why Stacks Make Undo, Rollback, and Navigation Feel Natural

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3 min read
My Machine Learning Project Taught Me More About Software Engineering Than Machine Learning

My Machine Learning Project Taught Me More About Software Engineering Than Machine Learning

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3 min read
The 1-in-3 Rule: What Actually Breaks in a Scraping Pipeline After 90 Days

The 1-in-3 Rule: What Actually Breaks in a Scraping Pipeline After 90 Days

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6 min read
The Indian Income Tax notice cascade, as a state machine: CPC Supreme Court (walkthrough for salaried filers)

The Indian Income Tax notice cascade, as a state machine: CPC Supreme Court (walkthrough for salaried filers)

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6 min read
LLD Data Structures in Design Context: Why Some Problems Need You to Remember the Most Recent Action

LLD Data Structures in Design Context: Why Some Problems Need You to Remember the Most Recent Action

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4 min read
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