The year 2025 started out with a bang, with the AI community collectively deciding to use the MCP format to build agentic systems, and moving on to a focus on building operational AI frameworks.
For IT operations, however, getting useful work out of AI agents still required considerable planning. Pushing code changes into production, for the time being, still requires human oversight.
In a TNS survey, Kevin Reeuwijk, a distinguished architect for Spectro Cloud pointed out that “We plan to support AI operations insights more than pure AI…

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