Python Agent v2.1.1

June 22, 2026

AI Agent Observability

• Fixed Fixed an issue where LLM calls failed when using LiteLLM (in-process).

• Fixed Fixed an issue where TTFT and TPOT were not recorded in streaming tool_calls / reasoning responses.

Note

Agent download: whatap-python v2.1.1