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Deleting a discount programme: 930 lines of files, two dropped tables, and a reservation lifecycle nobody needed
Daniel Pertu
Daniel Pertu
Daniel Pertu
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Oct 19
Deleting a discount programme: 930 lines of files, two dropped tables, and a reservation lifecycle nobody needed
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postgres
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typescript
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webdev
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refactoring
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4 min read
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Cluster Edits by Failing-Test Signature Before the Smallest Safe Change
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 19
Cluster Edits by Failing-Test Signature Before the Smallest Safe Change
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refactoring
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testing
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git
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python
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5 min read
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Prove Reach Before You Move: A Coverage Gate for Characterization Tests
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 19
Prove Reach Before You Move: A Coverage Gate for Characterization Tests
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refactoring
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testing
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python
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devtools
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5 min read
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Hold Out a Third of Your Corpus: The Characterization Gate for a Messy Refactor
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 19
Hold Out a Third of Your Corpus: The Characterization Gate for a Messy Refactor
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refactoring
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testing
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python
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ai
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5 min read
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Pin the Bugs Before You Move the Function: A Two-Way Behavior Ledger
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 18
Pin the Bugs Before You Move the Function: A Two-Way Behavior Ledger
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refactoring
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testing
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python
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git
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6 min read
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Your Refactor May Only Touch Lines Your Tests Execute
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 18
Your Refactor May Only Touch Lines Your Tests Execute
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python
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testing
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refactoring
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cicd
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4 min read
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The Call Order Is the Contract: Trace Fixtures Before a Messy-Repo Extraction
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 18
The Call Order Is the Contract: Trace Fixtures Before a Messy-Repo Extraction
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python
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testing
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refactoring
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5 min read
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Prove Your Refactor Tests Can Fail: A Mutation-Calibrated Gate for Messy Repos
Dakota Wu
Dakota Wu
Dakota Wu
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Oct 18
Prove Your Refactor Tests Can Fail: A Mutation-Calibrated Gate for Messy Repos
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testing
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refactoring
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ai
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python
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7 min read
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Set a Change Budget Before You Refactor: A Git-Diff Gate for Messy Repos
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 18
Set a Change Budget Before You Refactor: A Git-Diff Gate for Messy Repos
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refactoring
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python
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testing
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git
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5 min read
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Score Every Seam Before You Move One: A Blast-Radius Budget for Messy Repos
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 18
Score Every Seam Before You Move One: A Blast-Radius Budget for Messy Repos
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refactoring
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testing
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python
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cicd
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6 min read
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Two Commits per Refactor: A Diff Gate That Keeps Pins Away From the Move
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 17
Two Commits per Refactor: A Diff Gate That Keeps Pins Away From the Move
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testing
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git
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refactoring
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ci
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5 min read
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Freeze the Clock, Not the Timeout: A Time-Zone Matrix Before You Extract a Module
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 17
Freeze the Clock, Not the Timeout: A Time-Zone Matrix Before You Extract a Module
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refactoring
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testing
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python
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devops
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6 min read
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Replay Captured Inputs, Then Move One Function: A Flake-Trial Gate for Messy Refactors
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 17
Replay Captured Inputs, Then Move One Function: A Flake-Trial Gate for Messy Refactors
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testing
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refactoring
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python
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devtools
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5 min read
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A Test That Cannot Fail Is Decoration: Gating Model-Drafted Characterization Tests
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 17
A Test That Cannot Fail Is Decoration: Gating Model-Drafted Characterization Tests
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testing
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refactoring
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python
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ai
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5 min read
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The Agent Converted the If/Else Chain to a Lookup Map and Dropped the Side Effect
Jeff
Jeff
Jeff
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Oct 17
The Agent Converted the If/Else Chain to a Lookup Map and Dropped the Side Effect
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aiagents
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refactoring
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coding
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javascript
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3 min read
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