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# System prepended metadata

title: Points of improvement

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# Points of improvement

- Running benchmarks through GH. List in your PR which benchmakr you're trying to improve
    - Comment: `/workflows/benchmarks <optional-test-name>`
    - Don't forget to run other benchmarks that may be effected.
- Sometimes fixing one benchmark may break others. Test for regressions locally more strictly.
    - Leverage the separation of agents to more easily test for regressions
- Focusing more on benchmarks to make them consistent.


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# Continue to do:

- If you have an intuition that you can get a PoC of in less than a few hours; it's a better and more efficient demonstration of your point than plain talking.
- Use ChatGPT for prompt tailoring
    - Explore ChatGPT plugins for prompt optimization (ex: PerfectPrompt (?))
- Explore leaderboard agents which are very good in a specific area and see what they do for their prompting