Imbi Automations: Revolutionizing Project Management

Imbi serves as an open-source system mapping every project, service, database, and dependency into an interconnected graph. It tracks technical debt, enforces standards, and acts as a single control plane for configuration, project state, deployments, and operational changes.

Imbi Automations leverages this graph to target projects by language, version, or type, executing workflows that combine AI with traditional tools to enforce consistency at scale. It updates project metadata, identifies deficiencies, and monitors compliance with standards.

The system has been used to migrate several hundred projects from GitLab to GitHub, automating the transition from GitLab CI to GitHub Actions. It completed the migration from Python 3.9 to 3.12 by updating all projects to the latest syntax, tooling, and project standards.

By leveraging Claude Code, all projects were scanned to create comprehensive AGENTS.md files ensuring readiness for project-related tasks. The system automates the scanning of projects for standards compliance and updates Imbi project facts with the results.

Base Docker images across all projects were updated in minutes instead of months. The Python 3.14 upgrade was completed in one to two sprints instead of months. The migration from JavaScript to TypeScript was done in bulk rather than individual rewrites. AWS infrastructure, security scanning, and automated incident response are all candidates for AI-driven workflows, with continuous reporting and remediation for standards compliance.