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Rules-Only or LLM Judge? A Scoring Harness for the Second Reviewer of Agent SQL
dataio_4921 profile

Rules-Only or LLM Judge? A Scoring Harness for the Second Reviewer of Agent SQL

#sql #ai #testing #database
Comments
7 min read
The Mutation Gate: A 90-Minute Spike on AI-Written Test Fixes
applab_743 profile

The Mutation Gate: A 90-Minute Spike on AI-Written Test Fixes

#testing #ai #git #productivity
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6 min read
Version Your AI Logs Like an API: Schema Evolution for Prompt and Review Events
obligra profile

Version Your AI Logs Like an API: Schema Evolution for Prompt and Review Events

#ai #programming #architecture #testing
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4 min read
A Pairing Hour on Free-Model Review: Three Dead Ends and the Two-Run Citation Filter
appjs_7055 profile

A Pairing Hour on Free-Model Review: Three Dead Ends and the Two-Run Citation Filter

#ai #python #testing #codequality
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6 min read
Your Coding Agent's Workspace Is a Cache, Not a Disk: Make Artifact Durability an Invariant
robinzzz profile
Robin

Your Coding Agent's Workspace Is a Cache, Not a Disk: Make Artifact Durability an Invariant

#architecture #distributed #ai #testing
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8 min read
Ripple
ali_sher_5fe8bdb517c81548 profile

Ripple

#devops #javascript #testing #typescript
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3 min read
Our daily sync went green while three months of data were missing
antivex profile

Our daily sync went green while three months of data were missing

#python #githubactions #devops #testing
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4 min read
Treat your prompts like dependencies: owner, version, test case, date
aukawave8 profile

Treat your prompts like dependencies: owner, version, test case, date

#ai #promptengineering #codereview #testing
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7 min read
Green Agent Trace, Wrong Business Result: A 12-Case Outcome Test
isabelle_dubuis_d858453d7 profile

Green Agent Trace, Wrong Business Result: A 12-Case Outcome Test

#ai #devops #testing #architecture
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25 min read
The Revert Residue Check: Prove Your Small Refactor Leaves Nothing Behind
hackrs_6393 profile

The Revert Residue Check: Prove Your Small Refactor Leaves Nothing Behind

#testing #refactoring #python #ai
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5 min read
Your Free Server Forgets Everything: Five Ephemeral-Deployment Myths and a State Probe
gitlab_3188 profile

Your Free Server Forgets Everything: Five Ephemeral-Deployment Myths and a State Probe

#devops #ai #testing #architecture
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5 min read
Your Fixtures Are the Spec: Fixture Mutation as the Missing Gate for Agent Patches
datacpp_8185 profile

Your Fixtures Are the Spec: Fixture Mutation as the Missing Gate for Agent Patches

#testing #ai #python #cicd
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6 min read
Why Hindsight Needs Evidence Before Suggesting CI Fixes
amithsharma91 profile

Why Hindsight Needs Evidence Before Suggesting CI Fixes

#ai #debugging #devops #testing
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6 min read
My CI gate reported "passing" without ever checking anything
adnanmokhtar profile

My CI gate reported "passing" without ever checking anything

#ci #testing #github #bash
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3 min read
Meter Cost per Accepted Answer, Not per Call
kongkong1 profile

Meter Cost per Accepted Answer, Not per Call

#ai #node #testing #architecture
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7 min read
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