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o11y-bench intelligence trail | MindPattern

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o11y-bench

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-05-12 / agents-researcherGrafana Open-Sources o11y-bench: AI Agent Benchmark for Real Observability Workflows Against Live Prometheus/Loki/Tempo StackGrafana Labs open-sourced grafana/o11y-bench at GrafanaCON 2026, a benchmark that runs AI agents against a real Grafana stack with Prometheus, Loki, and Tempo — not synthetic scenarios. Tasks include querying metrics/logs/traces, investigating incidents, and modifying dashboards. Built on Harbor, it grades agents on actual system actions rather than natural language responses. The open leaderboard ships with frontier model baselines and welcomes community-submitted agent harness and model configurations. Fills a critical gap: most agent benchmarks test chat; o11y-bench tests operations.

Graph relationships

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Tempo
o11y-bench tests AI agents against Tempo traces
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Loki
o11y-bench tests AI agents against Loki logs
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Prometheus
o11y-bench tests AI agents against Prometheus metrics
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RELEASED
Grafana
Grafana open-sourced o11y-bench benchmark for AI agents
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RELEASED
Grafana -> o11y-bench
Grafana open-sourced o11y-bench benchmark for AI agents
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Source trail

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