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# debugging

Troubleshooting code issues

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A Production Python Telegram Bot Was Crashing Every 2 Hours. The Fix Was 18 Lines.

A Production Python Telegram Bot Was Crashing Every 2 Hours. The Fix Was 18 Lines.

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6 min read
The context copy gets the write, the endpoint never sees it

The context copy gets the write, the endpoint never sees it

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4 min read
I Caught Claude Hiding My Bug 3 Times in a Row. Then I Turned 10 Debugging Habits Into Prompts.

I Caught Claude Hiding My Bug 3 Times in a Row. Then I Turned 10 Debugging Habits Into Prompts.

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7 min read
Pourquoi « build vert » sans la sortie brute n'a aucune valeur de preuve

Pourquoi « build vert » sans la sortie brute n'a aucune valeur de preuve

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6 min read
Why 'green build' without the raw output has zero evidentiary value

Why 'green build' without the raw output has zero evidentiary value

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5 min read
context management is the new debugging skill

context management is the new debugging skill

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7 min read
Why your AI agent code turns into spaghetti — and how to untangle it

Why your AI agent code turns into spaghetti — and how to untangle it

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4 min read
How I fixed a 0..1 brightness slider in vdu_controls (Philips Evnia DDC/CI bug)

How I fixed a 0..1 brightness slider in vdu_controls (Philips Evnia DDC/CI bug)

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9 min read
The Insanity Loop: Why AI Agents Get Stuck Retrying the Same Error

The Insanity Loop: Why AI Agents Get Stuck Retrying the Same Error

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3 min read
Application Log Levels: When to Use DEBUG and INFO?

Application Log Levels: When to Use DEBUG and INFO?

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10 min read
How Missing Values Distort PCA Embeddings (And The Fix)

How Missing Values Distort PCA Embeddings (And The Fix)

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6 min read
How to debug kernel memory corruption on Apple Silicon

How to debug kernel memory corruption on Apple Silicon

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5 min read
Debugging a Phantom P0: When Your Scheduler Lies About Task IDs

Debugging a Phantom P0: When Your Scheduler Lies About Task IDs

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2 min read
How to debug when your brain has gone soft: rebuilding diagnostic skills

How to debug when your brain has gone soft: rebuilding diagnostic skills

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5 min read
The Mysterious Quirk of the AI Pipeline: Sunday Morning Debugging

The Mysterious Quirk of the AI Pipeline: Sunday Morning Debugging

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7 min read
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