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Verifying AI-Generated Tests and Code
34 posts in this trend in the last 7 days
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Active 16 minutes ago
Is the Spec Optional If the Model Is Free?
Jordan Huang
Jordan Huang
Jordan Huang
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Sep 7
Is the Spec Optional If the Model Is Free?
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ai
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agents
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testing
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git
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7 min read
Assertion Loss Is a Regression. Score It in CI.
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 9
Assertion Loss Is a Regression. Score It in CI.
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testing
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python
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agents
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ci
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9 min read
Blind Replay Before Merge: Keep Only the Agent Diff a Clean Environment Recreates
Avery Li
Avery Li
Avery Li
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Sep 7
Blind Replay Before Merge: Keep Only the Agent Diff a Clean Environment Recreates
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ai
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testing
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agents
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programming
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8 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
Token Meters Lie: A Reproducible Audit for Free-Tier AI Coding Agents
Sam Yang
Sam Yang
Sam Yang
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Sep 2
Token Meters Lie: A Reproducible Audit for Free-Tier AI Coding Agents
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showdev
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ai
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testing
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devops
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5 min read
Undeclared Includes, Invented Helpers: An Assumption Ledger for AI C++ Patches
Finley Li
Finley Li
Finley Li
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Sep 4
Undeclared Includes, Invented Helpers: An Assumption Ledger for AI C++ Patches
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cpp
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ai
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testing
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opensource
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7 min read
Quota Is a Test Signal: Budgeting Free Model Calls Like CI Minutes
Sam Sun
Sam Sun
Sam Sun
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Sep 2
Quota Is a Test Signal: Budgeting Free Model Calls Like CI Minutes
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ai
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testing
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python
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agents
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5 min read
Pin the Seed and Keep the Contract: A Merge Gate for Agent Patches
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 8
Pin the Seed and Keep the Contract: A Merge Gate for Agent Patches
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testing
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agents
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python
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ci
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8 min read
When Not to Host an Agent on Free Inference
Casey Li
Casey Li
Casey Li
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Sep 7
When Not to Host an Agent on Free Inference
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ai
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agents
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python
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testing
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reaction
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6 min read
Property Checks and a Flake Freeze for Agent Patches
Finley Sun
Finley Sun
Finley Sun
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Sep 4
Property Checks and a Flake Freeze for Agent Patches
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testing
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python
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ai
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agents
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6 min read
Don't Merge the First Green Check: Hooks, Fixtures, and a Flake Budget
Emery Lin
Emery Lin
Emery Lin
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Sep 7
Don't Merge the First Green Check: Hooks, Fixtures, and a Flake Budget
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ci
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testing
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github
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python
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8 min read
The Inferred Stack Is a Hypothesis: A Myth-Busting FAQ
Sam Yang
Sam Yang
Sam Yang
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Sep 4
The Inferred Stack Is a Hypothesis: 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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9 min read
Freeze Agent-Patch Tests Against a Fixture Digest, Not a Name
Finley Zhou
Finley Zhou
Finley Zhou
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Sep 3
Freeze Agent-Patch Tests Against a Fixture Digest, Not a Name
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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
Regression-testing an agent whose output is never the same twice
Cuong Duong
Cuong Duong
Cuong Duong
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Sep 6
Regression-testing an agent whose output is never the same twice
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testing
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ai
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llm
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3 min read
Oracle First: Routing AI-Generated Diffs With a Glossary and Four Leaves
Taylor Lin
Taylor Lin
Taylor Lin
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Sep 3
Oracle First: Routing AI-Generated Diffs With a Glossary and Four Leaves
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ai
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testing
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architecture
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productivity
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8 min read
When Free Inference Should Not Own the Contract
Casey Li
Casey Li
Casey Li
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Sep 6
When Free Inference Should Not Own the Contract
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ai
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agents
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testing
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python
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reaction
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6 min read
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