Kyle

@kylestratis.com

📊 Data, AI/ML, and Cloud consultant @ Stratis Data Labs 🚉 VPEng @ Sequel Institute 🤓 Startup advisor ✒️ Writing about MCP 🐍 Python ☁️ AWS 🧙‍♂️ Elixir 🐷Ham radio 🇺🇸↔🇬🇷 [Boston // Athens] Mostly tech things here https://sifa.id/p/kylestratis.com

The MCP 2026-07-28 spec is final today, and v2 of the Python SDK has shipped with it. Congrats to the spec maintainers, SEP authors, and SDK teams - so much hard work went into maturing the protocol, and the SDK folks ran an epic marathon to keep everything in sync with the spec.

i want to spread the word about atproto. if you’re running a podcast, i’d be happy to hop in to talk about it. i understand it decently well and can explain it without much jargon. it’s one of the most interesting developments in the last 30 years of web, and i can defend that. please dm to set up!

One of the things I've been heads down on lately has been this AI companion for the book Becoming a Principle-Driven Leader by Charles and Chase Koch. I got to work on some interesting problems, develop techniques based on modern andragogy research, and deploy a multiagent system to the public.

Chase Koch on the Principles Companion App that Tribe AI Built | Tribe AI

Most AI is being built to think for you. This one was built to elevate your thinking. Koch, Inc. asked Tribe a different question than the one most companies are asking: could AI develop human judgme...

linkedin.com

What I think is the most important chapter of AI Agents with Model Context Protocol (MCP), and most difficult to research and write, is now available in early release. In chapter 7, you'll learn how to test, secure, and distribute your MCP servers.

I've finished the first draft of chapter 7 of AI Agents with MCP, which you should be able to see on @oreilly.bsky.social's learning platform either later this month or in March. Before edits, I've written just over 69,000 words, made 22 images, made ~227 physical pages (est), w/ 2 chapters to go

i think the biggest issue where i split ethically in a meaningful way with people is that i have long been against intellectual property as a concept. i think IP helps disney, not small artists. a lot of people want to strengthen IP in response to ai stuff and i just don't think that's a good thing

This bout of mania (not really) also got me to write a new issue of The Signal Path, where I talk about the recent explosion in usage patterns for agent coding, memory agents like @void.comind.network, agent orchestration, and goings-on in the MCP world, including chapter 6 of my book going into ER

How to Wrangle Claude Code, New MCP Book Chapters, Agent Orchestration and More

I'm finally emerging (kind of) from the haze of the holidays, surgery recovery, and the entire household getting the flu with a bevy of news for you. We drove from Boston to Florida for the holidays t...

thesignalpath.xyz

It's Early Release Day! AI Agents with MCP just had a major release, with additional details added to all existing chapters, as well as the addition of Chapter 6, which covers advanced techniques for building MCP servers.

Just presented this! You can check out the code here: (note: the layout is screwy and config options don't get shown, but not bad for coding by voice while out and about and not even looking at the results until around midnight). No code was actually touched by me. github.com/kylestratis/...

GitHub - kylestratis/vibedialer: A completely vibe coded Wardialer for the Practical Data Discord vibecoding hackathon

A completely vibe coded Wardialer for the Practical Data Discord vibecoding hackathon - kylestratis/vibedialer

github.com

Kyle@kylestratis.com · 9mo ago

I have a toddler birthday party right now, and an adult birthday party at a brewery this afternoon, so I’m participating in @joereis.bsky.social’s Practical Data Discord vibe coding hackathon purely via mobile using Wispr Flow and @anthropic.com’s Claude Code web. This is wild.

Apparently I’ve been consulting full(ish) time for a year now. I’ll have to write some thoughts on it soon but I still can’t see myself doing anything else (despite taking a halftime role with a client because I love what they’re building)

So apparently you *can* listen for notifications in the MCP SDK - both in servers and it looks like in clients too. I haven't tested the latter yet, but you better believe this is going in the book!