The vulnerability stems from improper input validation (CWE-20) when handling proxy configuration in CGI environments. CGI scripts convert HTTP headers to environment variables (e.g., 'Proxy' header becomes HTTP_PROXY). The Elastic APM agent's transport layer likely used these environment variables directly to configure its proxy settings without validation. This allowed attackers to manipulate the proxy destination by injecting malicious headers. The function responsible for setting the proxy (e.g., set_proxy in the HTTP transport) would be vulnerable as it trusted environment variables without sanitizing them in CGI contexts. The fix in 5.1.0 likely added validation or avoided using untrusted environment variables in this context.