Running Java in Production: A SRE’s Perspective - JVM Advent

So you're on the MCP hypetrain and you've launched an MCP server.
Oh, its breaking all the time? You're not sure what to do about it?
Stop listening to people who dont run production systems, and come listen to me. https://t.co/BrAieBT3Cm


Testing in Production is also a way of monitoring.
6 ways to test in Prod.
A/B testing
With an A/B test, you deploy two versions of the same functionality; some users see either the "A" or the "B" version.
You are then able to see... See more

"Finally. Someone built what agent developers actually need.
Akka just dropped their Agentic AI platform.
After fighting agent crashes at 3am for months, here's why this matters:
The Problem Nobody Talks About:
• Your agent works... See more
Paolo Perronesubstack.com