adk-frontend

No clear malicious behavior or supply-chain attack is present. The material is setup documentation with a legitimate Botpress API integration. However, the frontend PAT testing pattern is a significant credential-handling risk because a PAT supplied to browser JavaScript is exposed to the user environment and may be leaked through logs or client compromise. The example should be restricted to local testing with a minimally privileged token and replaced in production with a secure server-side authentication flow.