Your company is adopting frontier AI with 20-year-old blindspots.
Twenty years ago, developers wrote code, threw it over a brick wall to Operations, and went home. Any efficiency gains were localized. The systemic friction was intractable.
Then came DevOps.
We look back and think DevOps as a tooling revolution:
-CI/CD pipeliens
-automated testing
-DORA metrics
The real triumph was taking a Human Factors Engineering lens to a processes filled with…humans.
DevOps succeeded in admitting a hard truth: the human brain is the most fragile component in the pipeline. Entire workflows were redesigned around human limitations.
We stopped asking humans to execute 5-step deployment runbooks at 2 AM, because human working memory is fallible (especially under fatigue and sustained stress!)
We build pipelines that failed in three minutes instead of size months, because tight feedback loops match the biological speed of human learning.
We confronted the Irony of Automation - the fact that automating routine tasks degrades human skill and destroys situational awareness. Chaos Engineering and Game Days serve to reverse this by deliberately breaking our own systems to keep our human operators sharp.
But now look at AI in the enterprise.
Marketing, HR and Sales are prompting bots, generating massive outputs and throwing them over the wall for someone else to review.
Individuals are getting faster, but we are completely ignoring human factors engineering in complicated processes and workflows.
We ask managers to review 50-page AI-generated strategy documents, pretending they have the attention span and time to catch the silent hallucinations. They don’t.
We sever the feedback loops of learning. A junior employee generates a complex financial model in seconds. They don’t struggle. They don’t hit a wall, they don’t learn.
We are doing all of this learning nothing from the Irony of Automation. We let AI handle all the daily cognitive lifting but expect the human to step in flawlessly when the system makes a catastrophic judgment call. It just doesn’t work like this.
DevOps didn’t win because it gave us better tools. It won because it forced us to build workflows that respected human factors engineering.
Uncoordinated AI adoption is creating the largest operational blind spot in corporate history because it’s forgetting human psychology exists.