Stop treating agents as one-off projects and start running them as a continuous discipline

By Dustin Ward

Transformation begins at the line between an experiment that works and a capability the business depends on. Scaling intelligence requires production capabilities built for sustained business performance, with investments prioritized against financial thresholds, tied to measurable outcomes, instrumented for unit costs, and owned by accountable leaders. This approach manages cost, performance, governance, and reliability as…

Designing Azure silicon on Azure silicon: EDA workloads on Cobalt 200

By Dustin Ward

Every Azure chip Microsoft has built started as electronic design automation (EDA) jobs used to design, test, and validate silicon before it is manufactured. This includes simulation sweeps that run for days, verification regressions that fan out across thousands of cores overnight, and physical signoff runs that use hundreds of gigabytes of memory for a…

Predicting and detecting failures: How Azure strengthens reliability for mission-critical workloads

By Dustin Ward

Takeaway: Azure Failure Prediction and Detection (AFPD) is Microsoft Azure’s end-to-end system aiming to catch hardware failures before they interrupt a workload, not after. Across the Azure fleet, AFPD has improved the prevention of hardware-related VM interruptions by 36%. SAP workloads offer a compelling example of AFPD’s value, illustrating why preventing interruptions matters for mission-critical…

The Platform Behind the Next AI Breakthrough

By Dustin Ward

This article has been written and paid for by Microsoft. The content is not WIRED editorial content. The content does not necessarily reflect the views of WIRED, its affiliates, or owner, and does not reflect any endorsement direct or indirect of Microsoft, its affiliates, or other clients. The next frontier of AI is coming into…

Azure Cloud HSM Hardware Audit Logging: Verifiable audit trails for security and compliance

By Dustin Ward

Organizations running regulated and security-sensitive workloads need trusted evidence of which authenticated users performed management operations on their hardware security modules (HSMs), what actions they took, and when. Today, we are announcing Hardware Audit Logging for Azure Cloud HSM, which collects audit records generated by the HSM itself for supported management operations. Security, compliance, and…