Agent engineering is where software engineering was before unit tests existed
We're launching PandaProbe Cloud, but I keep coming back to this thought:
Software engineering spent decades building the infrastructure to trust code in production — unit tests, CI/CD, canary deployments, logging pipelines. Nobody questions that investment anymore.
Agent engineering has none of that yet. We're shipping systems that reason, plan, and act — and our main debugging tool is still reading logs and hoping.
I think we're at an inflection point where the teams that invest in understanding agent behavior early will have a massive advantage over those who don't — the same way teams that adopted testing culture early won in the software era.
Curious if others see it the same way — or if you think agents are fundamentally different enough that the analogy breaks down?


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