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DevOps Assistant

Slack-based AI agent for infrastructure diagnostics. Queries Kubernetes, Azure, CI/CD pipelines, and documentation autonomously.

The Problem

70% of DevOps support requests are routine diagnostics — checking pod status, reading logs, verifying pipelines — that consume engineering time without requiring engineering judgment.

The Solution

A Slack-based AI agent that autonomously investigates infrastructure issues using kubectl, Azure CLI, Bitbucket, Jira, and Confluence. Read-only by design, with infrastructure knowledge baked into the system prompt so it knows your clusters, naming conventions, and GitOps workflows.

Tags

PythonAzure OpenAISlackKubernetes

Outcomes

  • 70% of routine requests answerable without human intervention
  • 6 tools with strict read-only guardrails and security validation
  • 79% token reduction via intelligent output compaction
  • Progressive trust roadmap: read-only → safe actions → approval workflows → full autonomy