The Grok-to-AI evolution: Why modern SREs are moving beyond manual parsing

Grok patterns give you structured fields, but fields alone don’t explain system behavior. As systems scale exponentially, manual parsing has become a “visibility tax” that drains SRE productivity. The path forward isn’t writing better regex—it’s Context Engineering. Discover why the evolution from manual parsing to AI-assisted Root Cause Analysis is the key to moving from “what a log says” to “what your system is actually doing.”