Letta + Codex Orchestrator Debugger

Letta server 500 errors during agent creation typically occur when the OPENAI_API_KEY environment variable isn't loaded. Source your ~/planner/.env file in restart_letta_server.sh using `set -a` to export variables before starting the server, ensuring credentials are available to the agent initialization process.

Debug Letta-Codex orchestration by validating environment variable loading, verifying script execution flow, and checking for misconfigurations in the orchestrator workflow. Start by sourcing the .env file, confirming API keys are exported, and stepping through the orchestration sequence to identify where the integration breaks.

At minimum, set OPENAI_API_KEY for Letta agent creation. Load these variables from ~/planner/.env using `set -a` in your restart script to ensure they're available throughout the orchestration process and prevent initialization failures across development and deployment environments.

Yes, Letta works with Codex in hybrid orchestration. Ensure environment variables are properly sourced before agent creation, adjust timeouts for long-running tasks, and validate the orchestration flow end-to-end to handle both development and deployment contexts reliably.

Orchestrator failures during Letta agent creation usually stem from missing or unloaded environment variables, particularly OPENAI_API_KEY. Verify your restart script sources the .env file with `set -a`, check that timeouts accommodate initialization delays, and confirm the orchestration sequence completes each step before moving forward.