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Siddharth Chauhan at Adobe built tx-agent, bringing distributed transaction safety to LLM tool calling. The framework uses the Saga pattern with compensating operations, idempotency keys, and context pruning to handle failures safely. Validation via Pydantic V2 prevents errors before external side effects occur.
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