The harness
The engineering substrate around a coding agent — specifications, validation, workflow, context — that turns probabilistic output into production-grade software.
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Why Your AI Pilot Failed
Seven out of ten AI pilots never make it to production. The pattern isn't random.
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Your AI Is Only As Good As Its Context
They're still writing prompts. High-performing teams are assembling context.
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3 Engineers, 5 Months, 1,000,000+ Lines
Their job wasn't writing code. It was engineering the system that writes code.
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The Agentic Stack
If you cannot pinpoint the layer where a failure occurs, your architecture is incomplete.
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Why 'Prompt Engineering' Is Already Obsolete
Instead of 'Why did it do that?' ask: 'What in the context made that the most likely outcome?'