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Hash the Failure Corpus Before You Split a Validator
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 9
Hash the Failure Corpus Before You Split a Validator
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testing
#
python
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refactoring
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cli
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6 min read
We Let Claude Code Refactor Our 200K-Line Java Monolith. Here's the Honest Result.
Avaneesh Yadav
Avaneesh Yadav
Avaneesh Yadav
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Sep 8
We Let Claude Code Refactor Our 200K-Line Java Monolith. Here's the Honest Result.
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agents
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ai
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java
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refactoring
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9 min read
Da PHP 8.1 a 8.4: l'arte di evolversi senza rompersi
Dev-Iadicola
Dev-Iadicola
Dev-Iadicola
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Sep 7
Da PHP 8.1 a 8.4: l'arte di evolversi senza rompersi
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php84
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testing
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refactoring
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filosofia
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4 min read
Pin the Entrypoint Snapshot Before Any Internal Refactor
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 7
Pin the Entrypoint Snapshot Before Any Internal Refactor
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python
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testing
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refactoring
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ai
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8 min read
Stop Calling It Technical Debt !
Eric Ndouakulu Kiaku Mbuta
Eric Ndouakulu Kiaku Mbuta
Eric Ndouakulu Kiaku Mbuta
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Sep 6
Stop Calling It Technical Debt !
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technicaldebt
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refactoring
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architecture
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career
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3 min read
Hash the Output Tree Before You Extract One Helper
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 5
Hash the Output Tree Before You Extract One Helper
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testing
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refactoring
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python
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ai
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6 min read
COBOL to C# Migration - A UK Enterprise Guide 2026
Mecanik1337
Mecanik1337
Mecanik1337
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Mecanik Dev
Sep 4
COBOL to C# Migration - A UK Enterprise Guide 2026
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programming
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dotnet
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refactoring
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architecture
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9 min read
Capture Three Channels, Then Change One Concern
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 4
Capture Three Channels, Then Change One Concern
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testing
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python
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refactoring
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ai
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7 min read
Refactoring Safely: A Step-by-Step Guide
Code Atlas
Code Atlas
Code Atlas
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Sep 3
Refactoring Safely: A Step-by-Step Guide
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refactoring
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cleancode
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testing
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webdev
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3 min read
Golden-Master a Tangled Script Before the Cleanup Diff
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 3
Golden-Master a Tangled Script Before the Cleanup Diff
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testing
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refactoring
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python
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ai
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7 min read
Snapshot File Deltas Before You Extract Glue
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 3
Snapshot File Deltas Before You Extract Glue
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testing
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refactoring
#
python
#
git
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7 min read
The Smallest Safe Change: Refactor a Messy Function One Step at a Time
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 2
The Smallest Safe Change: Refactor a Messy Function One Step at a Time
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refactoring
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testing
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javascript
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legacy
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4 min read
Legacy PHP Modernisation: A 2026 Guide
Mecanik1337
Mecanik1337
Mecanik1337
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Mecanik Dev
Sep 2
Legacy PHP Modernisation: A 2026 Guide
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php
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refactoring
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webdev
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programming
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5 min read
The Smallest Safe Change: A Branch-Level Refactor Workflow for Messy Repos
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 1
The Smallest Safe Change: A Branch-Level Refactor Workflow for Messy Repos
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refactoring
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python
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testing
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cleancode
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5 min read
Your Refactor Needs an Oracle: Characterization Tests vs. AI Diffs
Dakota Huang
Dakota Huang
Dakota Huang
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Sep 1
Your Refactor Needs an Oracle: Characterization Tests vs. AI Diffs
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refactoring
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testing
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ai
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productivity
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3 min read
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