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The Edge Cases
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The Edge Cases

The Edge Cases is my perosnal blog, where everything that interests me enough to write about it belongs. I post tutorials, articles, notes, and interesting links here. You might find posts about programming, old tech, ham radio, metal, software-defined radio, AI, bodybuilding, machine learning and data engineering, Python, learning languages, and a dozen other loosely related things.

@kylestratis.com0readers26posts6d ago
LatestRecent writing
Some Housekeeping Updates
Jun 4, 2026
A short update on the blog
news
A Better Practices Guide to Using Claude Code
Jan 21, 2026
A comprehensive guide to getting the most out of Claude Code
claude codeai
Paying the Bills (or not) with Claude Skills
Oct 28, 2025
My impressions of Claude Skills after building an MCP server with one.
llmsanthropic
Stop Generating MCP Servers from REST APIs!
Sep 7, 2025
This might be the most common MCP antipattern I see, and it's not helped by a bevy of startups and products offering to automate this process for you. Of course, it's tempting: APIs are APIs after all, right? Wrong.
mcpagents
The Surprising Origins of the Model Context Protocol
Aug 13, 2025
An excerpt of chapter 2 of AI Agents with MCP
aimcp
Also Announcing: AI Agents with MCP (Model Context Protocol)
Jul 27, 2025
Announcing the early release of my book on building AI agents with Anthropic's Model Context Protocol
aillm
Announcing The Signal Path Newsletter
Jul 19, 2025
An introduction to my new newsletter covering all things AI and data
newsannouncement
A Month(ish) of Vibes with Cursor
Jun 12, 2025
My impressions after a little over a month of using the AI-assisted IDE Cursor full-time
idesai
Post Training Optimizations and Formula 1
Mar 16, 2025
aillm
Tangled.sh, git collaboration on ATProtocol
Mar 4, 2025
atprotoatmosphere
Introducing Link Posts
Mar 2, 2025
announcement
Reflections On Ending 2024 as a Technology Consultant
Jan 26, 2025
Reflecting back on a tumultuous 2024, I decide that there is only one way to describe the year, the events, and the people who showed up.
consultingcareer