The System Probably Does Not Need a Rewrite
Before approving a multi-year rebuild, examine what can be isolated, measured and changed safely.
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Notes on systems, data and automation
Practical notes on CDP, integrations, infrastructure support, corporate applications and production AI.
When Architecture Becomes the Bottleneck
If more engineers do not increase delivery speed, system boundaries and ownership may be the constraint.
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Why AI Prototypes Fail in Production
A prototype proves that a model can respond. Production design must also control quality, cost, access and failures.
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