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Keeping dev-only beans out of the jar

Keeping dev-only beans out of the jar

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6 min read
Free AI Tiers Need a Stress Test. Here's the Harness

Free AI Tiers Need a Stress Test. Here's the Harness

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5 min read
IA Agêntica no QA: como os testes self-healing estão redefinindo a qualidade de software em 2026

IA Agêntica no QA: como os testes self-healing estão redefinindo a qualidade de software em 2026

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7 min read
Free Model, Free Server, Real Limits: Evaluating MonkeyCode's Free Tier

Free Model, Free Server, Real Limits: Evaluating MonkeyCode's Free Tier

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6 min read
My factual-recall tasks were scoring format, not facts

My factual-recall tasks were scoring format, not facts

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Comments 4
4 min read
The Model Wrote the Right Rule and My Replay Rejected It: The Extraction-vs-Replay Split

The Model Wrote the Right Rule and My Replay Rejected It: The Extraction-vs-Replay Split

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6 min read
Designing an L3 Enterprise AI Benchmark Task for Cross-Functional Payment Incident Triage

Designing an L3 Enterprise AI Benchmark Task for Cross-Functional Payment Incident Triage

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5 min read
6 Background Removal API Tests I Run Before Shipping Video

6 Background Removal API Tests I Run Before Shipping Video

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8 min read
Vertical slices in Spring Boot, and how to test them

Vertical slices in Spring Boot, and how to test them

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6 min read
Sequential Retries Pass, Concurrent Duplicates Fail: Black-Box Testing for Idempotency-Key Races

Sequential Retries Pass, Concurrent Duplicates Fail: Black-Box Testing for Idempotency-Key Races

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3 min read
Your RLS Policy Passed Its Test For the Wrong Reason

Your RLS Policy Passed Its Test For the Wrong Reason

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2 min read
Opinion: Make the Free Model Write the Failing Test Before the Fix

Opinion: Make the Free Model Write the Failing Test Before the Fix

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Comments
5 min read
RAG ranking is not the same as judging with Jev

Separating topical closeness from actual relevance

RAG ranking is not the same as judging with Jev

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9 min read
AI Model Evaluation: Best Practices for Testing and Validation

AI Model Evaluation: Best Practices for Testing and Validation

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2 min read
I ran my file-type detector over 8,900 real files. It found failures my 260 tests had missed.

I ran my file-type detector over 8,900 real files. It found failures my 260 tests had missed.

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18 min read
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