The harness
The engineering substrate around a coding agent (specifications, validation, workflow, context) that turns probabilistic output into production-grade software.
Essays
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The Make vs. Buy Decision for AI Infrastructure
If your AI strategy is vendor-led, your differentiation is already gone. That is not strategy. That is procurement.
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Rigor Industrialized
Quality that depends on discipline fails exactly when discipline fails. Quality that depends on infrastructure does not.
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Knowledge Management Is AI Infrastructure
'Ask Steve' is not a strategy. It is a warning that your operating knowledge is trapped in human routing logic.
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Multi-Agent Coordination
Process that lives in a wiki is a suggestion. Process that lives in the harness is a guarantee.
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The Audit Trail
The compliance question is not 'can we use AI?' It is 'can we prove what the AI did?'
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Why AI Shouldn't Have the Keys to Everything
Focused access produces focused output. Open-ended access produces open-ended risk.
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Context Engineering
Prompt engineering is a search query. Context engineering is a research methodology.
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Probability Meets Certainty
It does not eliminate probability. It contains it.
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The Harness: Your AI's Operating System
The model is available to everyone. The harness is the leadership decision.
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The ROI of Structure
AI drove the cost of writing code toward zero. It drove the cost of maintaining it toward infinity.
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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?'