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Field notes from production AI.

Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.

All essays

Field notes, sorted by recency.

4 essays
CLOUD & DEVOPS A Buyer's Guideto Private modelhosting. A Buyer's Guide to Private model hostinghelps VP Engineering / Head of… 01 Discover 02 Prototype 03 Harden 04 Roll out
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A Buyer's Guide to Private model hosting

A Buyer's Guide to Private model hosting helps VP Engineering / Head of Infrastructure leaders connect security boundary, serving runtime, model lifecycle, capacity model, and operational controls to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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CLOUD & DEVOPS A Buyer's Guide toDisaster recoveryfor model services. A Buyer's Guide to Disaster recovery formodel services helps VP Engineering /… PEOPLE PROCESS PLATFORM PRACTICE BUYERDISASTER
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A Buyer's Guide to Disaster recovery for model services

A Buyer's Guide to Disaster recovery for model services helps VP Engineering / Head of Infrastructure leaders connect recovery objectives, model and artefact replication, dependency recovery, traffic failover, and validation and failback to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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CLOUD & DEVOPS A Buyer's Guide toInference costattribution. A Buyer's Guide to Inference costattribution helps VP Engineering / Head… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
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A Buyer's Guide to Inference cost attribution

A Buyer's Guide to Inference cost attribution helps VP Engineering / Head of Infrastructure leaders connect request identity, usage metering, cost model, business mapping, and reporting and feedback to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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CLOUD & DEVOPS A Buyer's Guide toReserved versuson-demand compute. A Buyer's Guide to Reserved versuson-demand compute helps VP Engineering /… A BUYER'S/ON-DEMAND… A Buyer's Best fit for your caseSimpler to operateLower switching cost on-demand compute Added complexityHeavier toolingSteeper learning curve
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A Buyer's Guide to Reserved versus on-demand compute

A Buyer's Guide to Reserved versus on-demand compute helps VP Engineering / Head of Infrastructure leaders connect demand baseline, burst profile, commitment term, capacity flexibility, and review process to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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