- Platform/SRE — Learn: Grafana’s early experiment shows structured topology context dramatically improves LLM root-cause accuracy (15/16 vs 1/16 correct), but this is explicitly pre-GA research — worth tracking as AI-assisted incident response matures, not yet actionable.
- CI/CD — Skip
- Leader — Learn: The finding that structured knowledge graphs outperform raw telemetry for AI debugging agents is a useful framing for evaluating observability platform strategy, but Grafana’s own results are early-stage and vendor-sourced — no investment or toolchain decision is warranted yet.