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Adding more context to a GPT-6 Astra agent made it worse

The author says that after adding old reports and past cases to a GPT-6 Astra agent, it began treating outdated exceptions as rules, and that removing the clutter and keeping only an index clearly reduced errors.

Lummox
@Lummox_ethArchived 2026.09.23Originally posted 2026.09.23
Lummox @Lummox_ethOriginally posted 2026.09.23
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i gave my GPT-6 Astra agent more context and somehow made it worse the first version worked almost perfectly then I started “improving” it old reports went in past conversations went in examples, notes, edge cases, everything I thought might help the agent now knew 10x more about the job and started making decisions I never asked it to make it was pulling old exceptions into new tasks using outdated examples as rules and treating irrelevant history like current context so I removed almost everything instead of giving the agent the whole company, I gave it a map where the current rules live where the relevant memory lives where finished examples live and what it should never load unless the task actually needs it the next run used less context and made fewer mistakes that changed how I think about long context windows having access to 1M tokens doesn’t mean your agent should read 1M tokens good memory isn’t remembering everything it’s knowing what not to remember right now

This post quotes another post: x.com/lummox_eth/status/2100288151897981255

x.com/lummox_eth/status/2102481514558816543Archived 2026.09.23 10:28