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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
The Agent Added an Await to a Synchronous Function. The Caller Didn't Notice.
Jeff
Jeff
Jeff
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Oct 16
The Agent Added an Await to a Synchronous Function. The Caller Didn't Notice.
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aiagents
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coding
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javascript
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refactoring
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3 min read
The Agent Deleted the Comment That Explained Why the Code Looks Weird
Jeff
Jeff
Jeff
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Oct 16
The Agent Deleted the Comment That Explained Why the Code Looks Weird
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aiagents
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coding
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refactoring
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softwareengineering
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3 min read
The agent refactored that tiny function for clarity. It doubled the runtime.
Jeff
Jeff
Jeff
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Oct 16
The agent refactored that tiny function for clarity. It doubled the runtime.
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aiagents
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refactoring
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performance
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coding
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2 min read
The Agent Flattened Your Custom Error Type Into a Generic Error
Jeff
Jeff
Jeff
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Oct 16
The Agent Flattened Your Custom Error Type Into a Generic Error
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aiagents
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refactoring
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errors
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coding
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3 min read
Twenty Identical Runs or No Refactor: A Determinism Gate for Characterization Tests
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 16
Twenty Identical Runs or No Refactor: A Determinism Gate for Characterization Tests
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testing
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refactoring
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python
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devtools
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4 min read
The agent created a new file instead of editing the existing one. Now there are two.
Jeff
Jeff
Jeff
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Oct 16
The agent created a new file instead of editing the existing one. Now there are two.
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aiagents
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coding
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3 min read
Test the Safety Net First: Mutation-Check Characterization Pins Before a Refactor
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 16
Test the Safety Net First: Mutation-Check Characterization Pins Before a Refactor
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testing
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refactoring
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python
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cicd
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5 min read
Freeze the Clock First: A Nondeterminism Gate for Messy Refactors
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 16
Freeze the Clock First: A Nondeterminism Gate for Messy Refactors
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testing
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refactoring
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python
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5 min read
Find the Seam Before You Cut: A Read/Write Census for Messy Modules
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 16
Find the Seam Before You Cut: A Read/Write Census for Messy Modules
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python
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refactoring
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testing
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architecture
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7 min read
The Bug Is in the Files: Characterize Filesystem Side Effects Before a Messy Refactor
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 16
The Bug Is in the Files: Characterize Filesystem Side Effects Before a Messy Refactor
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testing
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refactoring
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python
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5 min read
The Shape Census: Triage a Messy Module Before You Refactor It
Dakota Wu
Dakota Wu
Dakota Wu
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Oct 16
The Shape Census: Triage a Messy Module Before You Refactor It
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refactoring
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testing
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python
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softwareengineering
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6 min read
Cap Snapshot Churn: A Failure-First Characterization Harness for Messy Repos
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 16
Cap Snapshot Churn: A Failure-First Characterization Harness for Messy Repos
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testing
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refactoring
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python
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ci
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5 min read
Pin the Call Log, Not the Return Value: Choosing the Smallest Safe Refactor Move
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 16
Pin the Call Log, Not the Return Value: Choosing the Smallest Safe Refactor Move
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refactoring
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testing
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python
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devtools
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6 min read
Characterization Tests Are Not Enough: Add a Diff-Budget Guard
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 15
Characterization Tests Are Not Enough: Add a Diff-Budget Guard
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refactoring
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testing
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python
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6 min read
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