Dev.to tutorial Tutorials May 25 1 views

How to Test LLM Agents Without Calling the Real API

by Mukunda Rao Katta

Testing patterns for Python agents using agentsnap, FakeProvider stubs, and module-level mocks instead of live API calls.

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