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GitLab Embedded DevOps

Configure GitLab DUO for Embedded Expertise. Snippets of chat-rules.md and mr-review*.yml files to give DUO Embedded Expertise along with GitLab CI expertise.

Use a Raspberry or Orange Pi board as a runner gateway with shell or non-privileged docker executor. To create a cluster see: On-Premises Embedded Device Cloud for GitLab CI: https://gitlab.com/explore/catalog/gitlab-accelerates-embedded/comp/device-cloud

To address limitations in existing CI/CD systems, we developed CI Agent, an LLM-powered automation system that transforms pipelines into self-healing systems.

“Every time a CI pipeline fails, a developer stops coding and starts debugging—we wanted to eliminate that interruption.”

CI Agent integrates with platforms like GitLab and automatically detects failures, analyzes logs using a hybrid AI approach, identifies root causes, selects appropriate fixes, executes safe remediation actions, and notifies results via Slack.

This converts CI/CD from a passive monitoring system into an intelligent assistant, reducing manual debugging effort and improving development efficiency.

A comprehensive benchmarking tool for comparing different Git clone strategies, especially for large repositories. Test and optimize your Git workflows with real-world performance metrics.