The Triage AI Journal

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Practical writing on AI architecture, software engineering, and building products that survive contact with production.

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Featured · Product Strategy

Seven Questions to Ask Before Hiring a Software Development Partner

Most software partnerships fail not because of technical incompetence but because of misaligned expectations around ownership, quality bar, and how decisions get made. These seven questions surface those misalignments before a contract is signed.

Jun 3, 20255 min read

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Engineering

How to Add AI to an Existing Product Without a Rewrite

Adding AI to a product that was not designed for it is possible without rebuilding everything. The key is knowing which parts of the architecture to change, which to leave alone, and in what order.

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Engineering

AI Woven In vs Bolted On — The Architectural Difference

Most products treat AI as a feature added after the fact. The ones that win treat it as a layer that shapes every architectural decision from day one. Here is what that actually looks like in practice.

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