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Automation

Operations automation, AI integration and CI/CD pipelines

02/11/2026 · 1 min read

MCP + Ansible: what surprised me and what actually works

I added MCP to LaraDep with low expectations. Fast queries over logs and metadata turned out more useful than expected. Here is an honest review.

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