Leaderboard Deploy agents

Always explicitly configure important system components rather than relying on implicit defaults or environment variables. Document required configuration combinations and version requirements clearly to prevent subtle errors.

For example:

• When configuring storage backends like PostgreSQL, explicitly create and pass the configuration objects: ```python

  Explicit PostgreSQL configuration

  postgres_storage = LTMPostgresStorage( connection_string=”postgresql://username:password@hostname:5432/database” ) long_term_memory = LongTermMemory(storage=postgres_storage)

Configure both required components for automatic memory saving

crew = Crew( agents=[…], tasks=[…], memory=True, long_term_memory=long_term_memory, entity_memory=EntityMemory() ) ```

• For version requirements, specify exact minimum versions (e.g., Python >=3.10) rather than recommendations when functionality depends on it

• When adding configuration flags, use consistent, explicit naming that clearly communicates scope and function (like -kn for all knowledge and -akn for agent-specific knowledge)