How much of an AI agent is the framework, and how much is just a loop?
After building a shopping assistant without any framework, the author realized an agent is essentially a loop — LLM to tool call to result and back — plus carried state. Frameworks bundle that loop with tool validation, retries, memory management, and tracing. The takeaway: building framework-free first turns framework choice into an informed decision rather than a leap of faith.