Merlin Adaptive Operations

Engineering insights for AI-assisted operations

Practical explanations of the techniques behind log analysis, cross-system correlation and natural-language incident investigation.

Start with the engineering problem, not the AI label

Operational analytics is useful when it helps engineers understand evidence faster and more reliably. These articles focus on the underlying investigation concepts: what AI can assist with, where correlation matters, and why source evidence remains important.

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Turn operational noise into a clearer investigation.

Merlin is being built to help operations teams connect log evidence, operational signals and natural-language investigation in one workflow.