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[SPARK-56074][INFRA] Improve AGENTS.md with inline build/test commands, PR workflow, and dev notes #54899

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[MINOR] Add note to confirm edits are done before running tests

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[SPARK-56074][INFRA] Improve AGENTS.md with inline build/test commands, PR workflow, and dev notes #54899

[MINOR] Add note to confirm edits are done before running tests
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succeeded Mar 20, 2026 in 7s