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I showed AI the buggy code. Its tests started protecting the bug.

Kaggle Benchmarking Challenge Submission

I showed AI the buggy code. Its tests started protecting the bug.

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Comments 4
8 min read
Your multi-tenant SaaS needs a test that tries to leak data

Your multi-tenant SaaS needs a test that tries to leak data

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Comments 2
5 min read
A Benchmark Card Makes an Agent Score Auditable

A Benchmark Card Makes an Agent Score Auditable

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7 min read
Fail-Open Defaults in Agent PRs: A Provenance Review

Fail-Open Defaults in Agent PRs: A Provenance Review

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7 min read
A 10M-Token Budget Is a Test Plan: C++ Patch Trials on MonkeyCode's Free Tier

A 10M-Token Budget Is a Test Plan: C++ Patch Trials on MonkeyCode's Free Tier

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5 min read
Green But Wrong: Mutation-Testing Agent-Generated Test Suites

Green But Wrong: Mutation-Testing Agent-Generated Test Suites

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4 min read
`No test suite found in file` on All 71 Files: Your `vite` Override Has No Upper Bound

`No test suite found in file` on All 71 Files: Your `vite` Override Has No Upper Bound

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5 min read
What the guardians actually check: anatomy of a charter that refuses to lie

What the guardians actually check: anatomy of a charter that refuses to lie

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4 min read
A Cost-Aware Shadow Test for Trending Model Claims

A Cost-Aware Shadow Test for Trending Model Claims

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4 min read
The Inferred Stack Is a Hypothesis: A Myth-Busting FAQ

The Inferred Stack Is a Hypothesis: A Myth-Busting FAQ

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9 min read
The Patch Deleted the Lock: Scoring AI C++ Fixes Against Declared Invariants

The Patch Deleted the Lock: Scoring AI C++ Fixes Against Declared Invariants

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9 min read
A screenshot diff can't accept a UI change for you: a task template with visual reference, test plan and reviewer verdict

A screenshot diff can't accept a UI change for you: a task template with visual reference, test plan and reviewer verdict

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Comments 2
5 min read
The Supabase Edge Functions Testing Playbook: Unit, Auth, Webhooks, and Local Integration Tests

The Supabase Edge Functions Testing Playbook: Unit, Auth, Webhooks, and Local Integration Tests

Comments 1
7 min read
Stop Paying the build_runner Tax: Why I Refuse to Use Mockito in Modern Dart

Stop Paying the build_runner Tax: Why I Refuse to Use Mockito in Modern Dart

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6 min read
How I Let Claude Code Write My Load Tests and Caught 3 Bottlenecks Pre-Launch

How I Let Claude Code Write My Load Tests and Caught 3 Bottlenecks Pre-Launch

Comments 3
8 min read
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