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blog: add post on what we do with AI in Prometheus - #3172

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Draft blog post walking through the AI tools and workflows we currently ship and use across the prometheus organization:

  • prometheus/prometheus-mcp joining the prometheus org (@tjhop)
  • Ask AI and the https://prometheus.mcp.kapa.ai docs MCP server + doc-gap feedback loop (@ArthurSens)
  • AGENTS.md contributor guides across repositories and the human-accountability PR rule (@bboreham)
  • Human-sponsored perfloop performance and bug-fix runs paired with benchstat and prometheus/compliance (@tsenart)
  • Repo-native .agents/skills/ for the live PR Triage Dashboards and Bug Scrub triage

Commits:

  • blog: add post on what we do with AI in Prometheus

Signed-off-by: Bartek Plotka <bwplotka@gmail.com>
@bwplotka
bwplotka requested a review from ArthurSens October 30, 2026 16:46
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