Your AI Agent Re-Reads Every Page It Already Saw. I Measured the 8x Context Tax

Turn 1 cost about 300 input tokens. Turn 20 cost 7,000. Same agent, same kind of page, 20 times more expensive for the last step than the first. Nothing was broken. The agent gave the right answer the