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YesCodex · 4 Oct 2026

So now I have a handful of agent files in my tree and it seems to save quite a few tokens and improve my results

01100011 on Hacker News

saves quite a few tokens

In the thread “Agents don't need memory, they need documentation”, replying to this comment

Helped: Static high-level documentation files for context.

… In my case, this level of documentation is fairly static if I avoid implementation details. So now I have a handful of agent files in my tree and it seems to save quite a few tokens and improve my results. I frequently have other devs ask me how I get such good results when doing agentic reviews of their changes(always my first step now before I start my human review). …