Why most AI education programs leak knowledge
Six failure modes we have seen in enterprise AI literacy rollouts, and the lightweight scaffolding that prevents them.
ForthcomingResearch
Foresight, made legible.
Field notes, working papers, and reference material from the work. Less a blog, more a public-facing engineering notebook, published when an idea is precise enough to stand against pushback.
Designing agentic systems for graceful failure
A taxonomy of LLM agent failure modes (planning, retrieval, tool, and supervision) and a layered guardrail pattern that contains each.
ForthcomingModernization without the rip-and-replace tax
How we sequence cloud migration, integration, and automation work to compound value rather than concentrate risk.
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