Worked on the airweave-ai/airweave repository to deliver a cross-version Docker Compose startup capability, addressing deployment reliability across diverse environments. Developed a Bash-based startup script that dynamically detects and invokes the correct Docker Compose command, supporting both v1 and v2 installations. This approach reduced environment-specific deployment issues and improved uptime by ensuring compatibility regardless of the installed Compose version. Robust error handling was integrated to provide clearer diagnostics and prevent deployment failures, enhancing traceability and rollback readiness. The work demonstrated strong DevOps automation skills, leveraging Docker and Shell scripting to streamline CI/CD and local deployment processes for faster, more reliable startups.