GitLab identified and mitigated a supply chain attack involving a malicious MongoDB Go module, which utilized typosquatting and obfuscation to compromise developers. The attack highlighted vulnerabilities in dependency management and the importance of proactive detection systems for securing software supply chains. GitLab's multi-faceted approach includes typosquatting detection and semantic code analysis to protect against such threats.