thisisnic commented on code in PR #50375:
URL: https://github.com/apache/arrow/pull/50375#discussion_r3551748778


##########
AGENTS.md:
##########
@@ -0,0 +1,145 @@
+<!---
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-->
+
+# AGENTS.md
+
+This file provides guidance for AI coding agents working on Apache Arrow.
+
+Apache Arrow is a multi-language toolbox for accelerated data interchange
+and in-memory processing.
+
+## Repository Layout
+
+| Directory | Description |
+|-----------|-------------|
+| `cpp/` | Core C++ library (libarrow, Parquet, Flight, Gandiva, etc.) |
+| `python/` | PyArrow (Python bindings for libarrow) |
+| `r/` | R package |
+| `c_glib/` | C/GLib bindings |
+| `ruby/` | Ruby bindings |
+| `matlab/` | MATLAB implementation |
+| `docs/` | Sphinx documentation source |
+| `ci/` | CI configuration (Docker, scripts) |
+| `dev/` | Developer tools and release scripts |
+| `format/` | Arrow columnar format specification |
+| `testing/` | Shared test data (integration testing) |
+
+Several implementations have moved to their own repositories:
+
+- **Java**: [apache/arrow-java](https://github.com/apache/arrow-java)
+- **Go**: [apache/arrow-go](https://github.com/apache/arrow-go)
+- **Rust**: [apache/arrow-rs](https://github.com/apache/arrow-rs)
+- **C#**: [apache/arrow-csharp](https://github.com/apache/arrow-csharp)
+- **JavaScript**: [apache/arrow-js](https://github.com/apache/arrow-js)
+- **Swift**: [apache/arrow-swift](https://github.com/apache/arrow-swift)
+- **Julia**: [apache/arrow-julia](https://github.com/apache/arrow-julia)
+
+## Git Conventions
+
+### Remote Names
+
+- `upstream` → `apache/arrow` (fetch from here)
+- `origin` → your fork (push PR branches here)
+
+Verify with `git remote -v` before pushing. Never push directly to
+`upstream`.
+
+### Commit Messages
+
+Use imperative mood and focus on *why*, not *what*.
+
+Good: `Fix UnionArray validation when type codes are non-contiguous`
+Bad: `Fixed the bug in union array`
+
+## Issue Conventions
+
+- Follow the issue templates at
+  https://github.com/apache/arrow/tree/main/.github/ISSUE_TEMPLATE
+  when creating a new issue.
+- Do NOT include a `GH-` prefix in issue titles (that is only for PRs).
+- Search existing issues before creating a new one.

Review Comment:
   Nope, this is correcting common agent mistakes



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