Engineering

Technical architecture, systems design, and software development methodologies.

The Agent Reliability Problem: Why Your Multi-Step AI Keeps Breaking

A 95%-reliable step chained ten times is ~60% reliable. The Reliability Tax explains why agent demos collapse in production and how to architect around it.

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Evals Are the Product: The Test Suite That Decides Whether Your AI Survives

In AI the eval suite is the product — the only thing telling you whether a change helped or hurt. The Evaluation Pyramid: unit, capability, behavior, outcome.

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Engineering

The Agent Reliability Problem: Why Your Multi-Step AI Keeps Breaking

Evals Are the Product: The Test Suite That Decides Whether Your AI Survives

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