Welcome to my corner of the internet.
I’m Jason, a Principal Software Engineer at Microsoft. Lately, a lot of my work has been taking ambiguous problems, building something real, proving it works, and handing it off to a product team to scale. That kind of work tends to live behind corporate walls: design documents, architecture reviews, prototype repos. But the thinking behind it is universally useful, and I’d rather share it in the open. The patterns, the trade-offs, the lessons from failures. That’s what this site is for.
What I’m focused on
Right now I’m spending a lot of time on AI tooling and developer productivity. I’m figuring out how to standardize and distribute AI development tools across Azure, and doing the less glamorous work of getting teams to actually adopt them. I care a lot about meeting engineers where they are and making tools fit their workflows, not the other way around.
I also work on distributed systems architecture, the kind of improvements that make complex systems cheaper to run, easier to operate, and more reliable. It’s work that rarely makes headlines but makes a real difference.
More broadly, I’m passionate about helping teams navigate the AI transformation happening across the industry. The landscape is shifting fast, and I enjoy partnering with teams to figure out how to make the most of it in practical, grounded ways.
What to expect here
I’ll be writing about what I’m learning and building. Expect topics like distributed systems & architecture, prototype-to-product transitions, AI-powered workflows, and the cultural side of engineering leadership. No hot takes for their own sake, just honest notes from the work.
I’m a big believer in building in the open, so expect the thinking here to be a bit rough around the edges sometimes. That’s the point.
If any of this resonates, feel free to connect on GitHub, LinkedIn, or Twitter.