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Verifying AI-Generated Tests in Python
27 posts in this trend in the last 7 days
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Active 24 minutes ago
Classify the Failure Before the Agent Edits a Test
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 4
Classify the Failure Before the Agent Edits a Test
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testing
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python
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agents
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ci
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7 min read
If Your Agent Wrote the Test, Ignore the Green Build
Emery Chen
Emery Chen
Emery Chen
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Sep 8
If Your Agent Wrote the Test, Ignore the Green Build
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ai
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testing
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agents
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python
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7 min read
The Pytest Block Was Prose: A Myth-Busting FAQ
Sam Yang
Sam Yang
Sam Yang
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Sep 8
The Pytest Block Was Prose: A Myth-Busting FAQ
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ai
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agents
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testing
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python
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7 min read
A Shrinking Input Domain Is a Failed Agent Patch
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 3
A Shrinking Input Domain Is a Failed Agent Patch
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testing
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python
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agents
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ci
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8 min read
Shadow-Compare the Agent Patch. Merge Only Classified Divergences.
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 5
Shadow-Compare the Agent Patch. Merge Only Classified Divergences.
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testing
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python
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agents
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ai
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8 min read
Fail Closed on Side Effects: A Blast-Radius Gate for Agent Patches
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 3
Fail Closed on Side Effects: A Blast-Radius Gate for Agent Patches
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testing
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python
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ai
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devops
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7 min read
Catch Tool Calls That Invent Missing Arguments
Dakota Ma
Dakota Ma
Dakota Ma
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Sep 4
Catch Tool Calls That Invent Missing Arguments
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python
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testing
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ai
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llm
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7 min read
The Dependency the Agent Invented: A Myth-Busting FAQ
Sam Yang
Sam Yang
Sam Yang
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Sep 5
The Dependency the Agent Invented: A Myth-Busting FAQ
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ai
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agents
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testing
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python
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7 min read
Pin Behaviors Across Model Swaps
Dakota Ma
Dakota Ma
Dakota Ma
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Sep 7
Pin Behaviors Across Model Swaps
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ai
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python
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testing
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8 min read
Assumption Density Belongs Beside Pass Rate
Avery Wang
Avery Wang
Avery Wang
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Sep 4
Assumption Density Belongs Beside Pass Rate
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ai
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testing
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python
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6 min read
Freeze the Retry Budget Before the Percentage
Avery Wang
Avery Wang
Avery Wang
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Sep 6
Freeze the Retry Budget Before the Percentage
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testing
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ai
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python
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7 min read
Test Agent Patches With an Oracle the Diff Cannot Touch
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 2
Test Agent Patches With an Oracle the Diff Cannot Touch
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testing
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python
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ai
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devops
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7 min read
Schema Drift Is the Real Agent Bug: A Free-Model Contract Test
Emery Li
Emery Li
Emery Li
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Sep 2
Schema Drift Is the Real Agent Bug: A Free-Model Contract Test
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ai
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testing
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python
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agents
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1
comment
4 min read
Give the Model One JSON Job. Run Everything Else Yourself.
Dakota Liu
Dakota Liu
Dakota Liu
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Sep 8
Give the Model One JSON Job. Run Everything Else Yourself.
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testing
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python
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7 min read
Green But Wrong: Mutation-Testing Agent-Generated Test Suites
Sam Yang
Sam Yang
Sam Yang
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Sep 4
Green But Wrong: Mutation-Testing Agent-Generated Test Suites
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testing
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ai
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python
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agents
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4 min read
Don't Golden-File an Agent Patch. Golden-File the Relation.
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 3
Don't Golden-File an Agent Patch. Golden-File the Relation.
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testing
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python
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ai
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devops
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7 min read
Count Retries Before You Trust a Coding Score
Avery Wang
Avery Wang
Avery Wang
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Sep 7
Count Retries Before You Trust a Coding Score
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ai
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testing
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python
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devops
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6 min read
Coding Agents Fail Differently by Stratum
Avery Wang
Avery Wang
Avery Wang
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Sep 7
Coding Agents Fail Differently by Stratum
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ai
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python
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testing
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opensource
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7 min read
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