The Blog
Practical notes on web, app, DevOps, cloud and AI work, written by the people who actually do it.
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Where We're Actually Using Agentic AI With Clients Right Now
Not a demo, not a roadmap slide -- four specific, narrow agentic AI builds that are running in production for clients today.
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How We'd Actually Architect Your Azure Setup
Most Azure environments we take over weren't designed, they grew. Here's how we actually restructure one, using Microsoft's own Well-Architected Framework instead of reinventing it.
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Agentic AI, Explained Without the Hype
"Agentic AI" gets used to describe everything from a glorified chatbot to a genuinely autonomous system. Here's the plain-language version of what it actually means.
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The Cloud Bill Nobody Was Watching
Bigger infrastructure isn't safer infrastructure, it's just more expensive infrastructure. Most of the over-provisioned setups we inherit trace back to the same three decisions.
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The Next Shift: From AI Tools to AI That Finishes the Task
The last few years were about AI answering questions well. This year it started finishing whole tasks unsupervised -- and that changes what we build and how we build it.
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The One Deploy Step We Always Automate First
Every team we've inherited has one release step nobody wants to touch on a Friday. Automating that step first, not the easy ones, is what actually moves the needle.
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When AI Stopped Being a Buzzword and Became a Co-Worker
For years, "AI" in a client meeting meant a slide with a robot icon on it. This year it started meaning something we actually used every day.
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Every App We Ship Now Talks to a Model
Last year AI changed how we built software. This year it changed what businesses are asking us to build in the first place.