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Validate that pyproject.toml, a lockfile (uv.lock or poetry.lock), and the expected src/<project>/crew.py or config directory exist locally before making any API calls. This surfaces clear, actionable errors on the CLI instead of cryptic server-side deployment failures.
crewai-cli
CLI for CrewAI - scaffold, run, deploy and manage AI agent crews without installing the full framework.
Installation
pip install crewai-cli
Or install alongside the full framework:
pip install crewai[cli]