Kenneth Eversole
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eversole.dev
Kenneth Eversole
@eversole.dev
Founder https://opscompanion.ai/, AI control layer for DevOps. Unifies engineering context to eliminate alert fatigue and drive enterprise reliability. Ex-Cloudflare SRE

If you want to learn more about me https://eversole.dev/about/
I am super bummed I didn't hear about this till it was too late.

How did you hear about it? I need to change what I am indexing on
November 19, 2025 at 4:40 PM
Cloudflare's engineers are some of the best in the world at piecing that context back together. The importance of software in 2025 is demanding something new.

If AI can understand human intent, and tell the real story of what changed
I think it can reshape reliability forever.
November 19, 2025 at 4:15 PM
Software is a black box that will run forever until we poke and prod at it. And we poke at it constantly.

Code changes are the only thing we track cleanly with Git. Everything else that shapes a system such as configs, flags, infra tweaks, scripts, and Slack threads rarely gets written down.
November 19, 2025 at 4:15 PM
Because every engineer who has lived through a real outage knows the truth:

You don’t debug the system.
You debug the last human decision that touched it.
November 19, 2025 at 4:15 PM
So how do you debug a single piece of software, much less the systems that power the Internet?

You start with the change, then the context behind it.
November 19, 2025 at 4:15 PM
The heated steering wheel is such a hard thing to appreciate till you have it, then its incredible.
November 11, 2025 at 8:51 PM
A often forgotten concept in the software world is giving back the systems we maintain to our colleagues.

We should be striving for all engineers to be better stewards of production.

This is the future we must achieve.
November 8, 2025 at 6:20 PM
Because in reality a lot of SRE and Devops teams have become designated ITOps teams that are tasked with dealing with ever growing bitrot in software.

We have also seen a massive rise in AI SRE tooling which again is another false hope.
November 8, 2025 at 6:20 PM
For those who may not know, Google invented this role around 2003 to deal with their massively growing infra.

The unfortunate truth though, is that for most teams the lessons in these books just come to represent a false reality. Again, because most teams are not Big Tech.
November 8, 2025 at 6:20 PM
And if you think success is just raising capital, you’re wrong, it’s building a damn good business.

We went full-time at the end of August. Already at $60K ARR, with inbound from some of the biggest names out there.
November 5, 2025 at 3:38 PM