You are building CI/CD from scratch and you don't even know it yet. If you operate an agent system alone, you will independently reinvent five things that software engineering solved decades ago but badly, without realizing it, and in the exact same order every time.
If you build agents alone long enough, you will build these things in this order:
A way to test whether your agent's output is still correct after you changed something. A way to run it on a schedule and know if it failed. A way to prevent one skill's schema change from silently breaking three downstream skills. A way to roll back when today's run produces garbage. A way to validate outputs before they hit production.
You just reinvented regression testing, cron monitoring, contract testing, version control, and staging. Badly. Without realizing it.
I run a 19-skill Claude Code agent system on a bi-weekly production schedule. Content strategy, analytics, hackathon + conference proposals, all orchestrated by one person with no team, no framework, and no infra budget. Over six months, I independently rebuilt each of these five patterns in worse, more fragile, more manual forms than what software engineering solved decades ago.
This talk maps those five reinventions, shows what I actually built for each (with code), and argues that the infrastructure gap in the agent ecosystem isn't another framework. It's the equivalent of what CI/CD gave software teams in 2015: a standard, boring, reliable way to test, deploy, and roll back agent behavior.

https://youtu.be/WLXxTaPagA8?si=t8P93KOnGZm9t0Ux