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Run Your Characterization Recorder Three Times Before You Trust It
Dakota Huang
Dakota Huang
Dakota Huang
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Nov 5
Run Your Characterization Recorder Three Times Before You Trust It
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testing
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python
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refactoring
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ai
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5 min read
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Freeze Return Values, Then Budget the Diff: Two Gates for a Refactor You Can Actually Review
Dakota Wu
Dakota Wu
Dakota Wu
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Nov 5
Freeze Return Values, Then Budget the Diff: Two Gates for a Refactor You Can Actually Review
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refactoring
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testing
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ai
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devtools
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7 min read
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Prove Your Characterization Tests Can Fail: A Mutation Preflight for Messy Repos
Dakota Huang
Dakota Huang
Dakota Huang
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Nov 5
Prove Your Characterization Tests Can Fail: A Mutation Preflight for Messy Repos
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testing
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refactoring
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python
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5 min read
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Prove Each Golden Can Fail Before You Refactor the Messy Repo
Dakota Huang
Dakota Huang
Dakota Huang
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Nov 5
Prove Each Golden Can Fail Before You Refactor the Messy Repo
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testing
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refactoring
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ai
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devtools
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6 min read
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Your Characterization Tests Are Guarding Dead Code: A Coverage Census for Messy Repos
Dakota Huang
Dakota Huang
Dakota Huang
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Nov 5
Your Characterization Tests Are Guarding Dead Code: A Coverage Census for Messy Repos
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testing
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refactoring
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python
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tooling
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6 min read
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Building a Migration Factory to Adopt oRPC Contracts
Orestis Ioannou
Orestis Ioannou
Orestis Ioannou
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Nov 5
Building a Migration Factory to Adopt oRPC Contracts
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typescript
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ai
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refactoring
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api
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10 min read
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Before You Let AI Refactor Legacy Code: Characterization Tests as Your Safety Net
EME GUG
EME GUG
EME GUG
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Nov 4
Before You Let AI Refactor Legacy Code: Characterization Tests as Your Safety Net
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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
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Day 5/30 of reading Refactoring by Martin Fowler
yusuf
yusuf
yusuf
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Nov 4
Day 5/30 of reading Refactoring by Martin Fowler
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refactoring
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programmingbooks
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cleancode
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softwarecraftsmanship
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1 min read
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Characterize Legacy Code Before the LLM Translates It
Conor Bronsdon
Conor Bronsdon
Conor Bronsdon
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Nov 3
Characterize Legacy Code Before the LLM Translates It
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ai
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legacy
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testing
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4 min read
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An AST fingerprint and an embedding model both look for duplicate code. Here's where each one is wrong
Marc
Marc
Marc
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Nov 3
An AST fingerprint and an embedding model both look for duplicate code. Here's where each one is wrong
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typescript
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ai
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refactoring
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8 min read
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Renaming a column in SQL Server, and what it quietly breaks
Sam
Sam
Sam
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Nov 3
Renaming a column in SQL Server, and what it quietly breaks
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sql
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sqlserver
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database
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refactoring
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4 min read
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Refactor with a local model, and review it as a diff
JSLab
JSLab
JSLab
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Nov 2
Refactor with a local model, and review it as a diff
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javascript
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ai
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refactoring
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ollama
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3 min read
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189 exported symbols in our desktop app, 14 that nothing imports, and one of them is a feature with no button
Daniel Pertu
Daniel Pertu
Daniel Pertu
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Nov 2
189 exported symbols in our desktop app, 14 that nothing imports, and one of them is a feature with no button
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typescript
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electron
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refactoring
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node
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7 min read
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Deprecate a Go Function and Let go fix Migrate Every Caller With //go:fix inline
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Nov 1
Deprecate a Go Function and Let go fix Migrate Every Caller With //go:fix inline
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go
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tooling
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refactoring
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programming
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8 min read
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Modernizando Java legado com IA - o que funciona e o que dá errado
Lucien Risso Correia
Lucien Risso Correia
Lucien Risso Correia
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Oct 30
Modernizando Java legado com IA - o que funciona e o que dá errado
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java
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ai
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refactoring
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programming
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9 min read
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