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The following commit(s) were added to refs/heads/master by this push:
     new 92859b5b7b06 [SPARK-55614][BUILD] Add AGENTS.MD
92859b5b7b06 is described below

commit 92859b5b7b068a6d5b703830d5034978b4011f63
Author: Szehon Ho <[email protected]>
AuthorDate: Fri Feb 20 10:24:38 2026 +0900

    [SPARK-55614][BUILD] Add AGENTS.MD
    
    Closes #54386
    
    ### What changes were proposed in this pull request?
    Add AGENTS.MD file
    
    ### Why are the changes needed?
    It'd be nice to get Claude Code/ Cursor, etc to understand how to build 
Spark and run Spark tests for Spark development. By default, the developer 
documentation seems to make it use maven, which is much slower than SBT.
    
    ### Does this PR introduce _any_ user-facing change?
    No
    
    ### How was this patch tested?
    Tested in cursor
    
    ### Was this patch authored or co-authored using generative AI tooling?
    By cursor
    
    Closes #54387 from szehon-ho/agents_md.
    
    Authored-by: Szehon Ho <[email protected]>
    Signed-off-by: Hyukjin Kwon <[email protected]>
---
 AGENTS.md | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 000000000000..d463bca60b07
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,14 @@
+# Apache Spark
+
+This file provides context and guidelines for AI coding assistants working 
with the Apache Spark codebase.
+
+## Build and Test
+
+Prefer building in sbt over maven:
+
+- **Building Spark**: [docs/building-spark.md](docs/building-spark.md)
+  - SBT build instructions: See the ["Building with 
SBT"](docs/building-spark.md#building-with-sbt) section
+  - SBT testing: See the ["Testing with 
SBT"](docs/building-spark.md#testing-with-sbt) section
+  - Running individual tests: See the ["Running Individual 
Tests"](docs/building-spark.md#running-individual-tests) section
+
+- **PySpark Testing**: 
[python/docs/source/development/testing.rst](python/docs/source/development/testing.rst)


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