Test your applications against AWS locally with AWS Emulator

By Dustin Ward

Today we’re announcing AWS Emulator, a local emulator for Amazon Web Services (AWS) that you run on your machine. The AWS Command Line Interface (AWS CLI), the AWS SDKs, and your coding agents speak to it over a local HTTPS endpoint using the same AWS APIs they would use in the cloud, from your laptop.…

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…