Minh-Anh Le Duc developed an automated setup pipeline for the Starknet Agent Kit in the KasarLabs/snak repository, focusing on streamlining agent onboarding and deployment. Using Bash shell scripting and API integration, Minh-Anh created setup-agent.sh to handle installation, configuration, dependency checks, and secure communication with remote endpoints. The script prompts for configuration IDs, manages repository cloning, fetches agent settings via HTTP requests, and provides user-facing feedback with robust error handling. By addressing edge cases, correcting endpoint issues, and hardening HTTP/HTTPS interactions, Minh-Anh reduced manual setup time and improved the reliability and security of agent deployments for the project.