I’ve Lived Through a Dozen “Revolutions.” This One Is Different.
I've watched wave after wave of technology reshape the world, and I've learned to tell the real leaps from the hype. This one is different — and the renaissance isn't the machines.…
Essays on agentic AI, enterprise architecture, and the leadership it takes to ship production systems, from two decades in the trenches of enterprise IT.
I've watched wave after wave of technology reshape the world, and I've learned to tell the real leaps from the hype. This one is different — and the renaissance isn't the machines.…
// leadership
A quarter of a million dollars, six months, and a system that promises the outcome you've asked for. What worked…
// production ai
Verifying the architecture is necessary but not sufficient. The things that sink an AI vendor relationship in year two are…
// production ai
Underneath every "AI-powered" label sits one of four architectures, each with a different cost curve, latency profile, accuracy ceiling, and…
// production ai
Document ingestion is the number one pain point in small-business operations, and most teams blame the model or the data…