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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.

27 essays
PLATFORM ENGINEERING A Buyer's Guide toService mesh for AIworkloads. A Buyer's Guide to Service mesh for AIworkloads helps VP Engineering / Head of… BUYERSERVICE DO Start from metricsShip incrementallyAutomate the guardrails AVOID Big-bang rolloutsSkipping discoveryManual, ad-hoc checks
Insights ·

A Buyer's Guide to Service mesh for AI workloads

A Buyer's Guide to Service mesh for AI workloads helps VP Engineering / Head of Infrastructure leaders connect workload identity, traffic policy, retries and timeouts, observability, and failure isolation to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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PLATFORM ENGINEERING Progressivedelivery UnderAudit. Progressive delivery Under Audit helpsVP Engineering / Head of Infrastructure… 01 Pilot 02 Team 03 Org 04 Scale PROGRESSIVE DELIVERY
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Progressive delivery Under Audit

Progressive delivery Under Audit helps VP Engineering / Head of Infrastructure leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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PLATFORM ENGINEERING A Buyer's Guideto Inferenceautoscaling. A Buyer's Guide to Inference autoscalinghelps VP Engineering / Head of… PEOPLE PROCESS PLATFORM PRACTICE BUYERINFERENCE
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A Buyer's Guide to Inference autoscaling

A Buyer's Guide to Inference autoscaling helps VP Engineering / Head of Infrastructure leaders connect scaling signal, warm capacity, queue policy, scale-up mechanics, and scale-down safety to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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