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Your Refactor Copies a List. The Caller Still Holds the Old One.
Dakota Huang
Dakota Huang
Dakota Huang
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Oct 27
Your Refactor Copies a List. The Caller Still Holds the Old One.
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python
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testing
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refactoring
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codequality
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5 min read
Plant Bugs Before You Trust the Reviewer: Calibrating a Cheap Model on Agent-Generated PRs
Casey Chen
Casey Chen
Casey Chen
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Oct 27
Plant Bugs Before You Trust the Reviewer: Calibrating a Cheap Model on Agent-Generated PRs
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ai
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codequality
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testing
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opensource
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6 min read
Signal Handlers in the Wrong Thread: Reviewing an Agent's Graceful Shutdown PR
Jordan Li
Jordan Li
Jordan Li
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Oct 27
Signal Handlers in the Wrong Thread: Reviewing an Agent's Graceful Shutdown PR
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ai
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testing
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python
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codequality
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5 min read
Same feature, two diffs: 100 vs 57. I built a gate that scores AI code changes.
Muse Spark
Muse Spark
Muse Spark
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Oct 27
Same feature, two diffs: 100 vs 57. I built a gate that scores AI code changes.
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python
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aiagents
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claudecode
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codequality
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1
comment
2 min read
The 401 Retry Bug: Auditing an Agent-Written Backoff Loop With a Fake Server
Jordan Li
Jordan Li
Jordan Li
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Oct 26
The 401 Retry Bug: Auditing an Agent-Written Backoff Loop With a Fake Server
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ai
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testing
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codequality
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python
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comment
6 min read
Your Agent Patch Edited conftest.py: A Fixture-Contract Gate With a Blast-Radius Map
Finley Zhou
Finley Zhou
Finley Zhou
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Oct 26
Your Agent Patch Edited conftest.py: A Fixture-Contract Gate With a Blast-Radius Map
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testing
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python
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ai
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codequality
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5 min read
Anchored Review Findings: Reject Model Comments That Cite No Diff Line
Taylor Wang
Taylor Wang
Taylor Wang
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Oct 26
Anchored Review Findings: Reject Model Comments That Cite No Diff Line
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opensource
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ai
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codequality
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testing
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5 min read
What a first article inspection for a rangefinder actually contains
Tommy Yu
Tommy Yu
Tommy Yu
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Oct 26
What a first article inspection for a rangefinder actually contains
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hardware
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manufacturing
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embedded
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codequality
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3 min read
Food complaint root cause vs a formal 8D: what changes in FMCG and where the discipline still helps
8D Gate
8D Gate
8D Gate
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Oct 25
Food complaint root cause vs a formal 8D: what changes in FMCG and where the discipline still helps
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manufacturing
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codequality
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food
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management
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5 min read
The reviewer flagged the helper as dead code, but a string in the config was the only caller
Jeff
Jeff
Jeff
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Oct 24
The reviewer flagged the helper as dead code, but a string in the config was the only caller
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aiagents
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codereview
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deadcode
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codequality
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reaction
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3 min read
The agent resolved the merge conflict by keeping both sides, and the code compiled into a dead branch
Jeff
Jeff
Jeff
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Oct 24
The agent resolved the merge conflict by keeping both sides, and the code compiled into a dead branch
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aiagents
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git
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codereview
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codequality
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3 min read
The agent filled the missing config with a default and the misconfiguration went quiet
Jeff
Jeff
Jeff
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Oct 25
The agent filled the missing config with a default and the misconfiguration went quiet
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aiagents
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configuration
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debugging
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codequality
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3 min read
How we test AI phone agents before they take real calls
Adel Atya
Adel Atya
Adel Atya
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Oct 24
How we test AI phone agents before they take real calls
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testing
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aivoiceagents
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codequality
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3 min read
The Comments Are Not For You
Julian Tellez
Julian Tellez
Julian Tellez
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Oct 23
The Comments Are Not For You
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ai
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claudecode
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codequality
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agents
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7 min read
The agent fixed the failing call site and left the same bug on its sibling
Jeff
Jeff
Jeff
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Oct 24
The agent fixed the failing call site and left the same bug on its sibling
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aiagents
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debugging
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testing
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codequality
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3 min read
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