Agents V2 Py

Comprehensive guide for deploying container-based agents with excellent examples and troubleshooting

• +Provides complete workflow with sync/async patterns and clear code examples
• +Documents prerequisites, resource limits, and common errors with solutions
• +Includes detailed parameter tables and best practices for production use
• -Requests filesystem write and shell execution permissions without clear justification in instructions