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benchmarks

2 articles on benchmarks.

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How to Benchmark AI Coding Tools on Your Own Repository
September 3, 2026

How to Benchmark AI Coding Tools on Your Own Repository

A practical protocol for testing AI code tools yourself: designing the question set, holding the model constant, blind scoring, and the four things worth measuring.

benchmarksevaluationAI tools
Evaluate the Result, Not the Architecture Diagram
August 28, 2026

Evaluate the Result, Not the Architecture Diagram

Vendor architecture slides are unfalsifiable, and treating them as evidence is the most common mistake in AI procurement. What counts as evidence, and six questions for a vendor call.

procurementvendor evaluationbenchmarks