VGalaxies commented on code in PR #2998:
URL: https://github.com/apache/hugegraph/pull/2998#discussion_r3107042988


##########
AGENTS.md:
##########
@@ -1,261 +1,103 @@
 # AGENTS.md
 
-This file provides guidance to an AI coding tool when working with code in 
this repository.
+Development reference for AI coding agents. See [README.md](README.md) if the 
task really needs project overview or architecture context.
 
-## Project Overview
+## Key Architectural Patterns
 
-Apache HugeGraph is a fast-speed and highly-scalable graph database that 
supports billions of vertices and edges. It is compliant with Apache TinkerPop 
3 and supports both Gremlin and Cypher query languages.
+1. **Pluggable Backend Architecture**: Storage backends implement the 
`BackendStore` interface — new backends require no core changes. Active 
backends: RocksDB (default/embedded), HStore (distributed)

Review Comment:
   The condensed guide now presents RocksDB/HStore as the only active backends, 
which conflicts with the current tree:  is still a server module and  still 
tests the  backend. Agents following this summary will route HBase work away as 
unsupported/legacy, which is not the current project state.



##########
AGENTS.md:
##########
@@ -1,261 +1,103 @@
 # AGENTS.md
 
-This file provides guidance to an AI coding tool when working with code in 
this repository.
+Development reference for AI coding agents. See [README.md](README.md) if the 
task really needs project overview or architecture context.
 
-## Project Overview
+## Key Architectural Patterns
 
-Apache HugeGraph is a fast-speed and highly-scalable graph database that 
supports billions of vertices and edges. It is compliant with Apache TinkerPop 
3 and supports both Gremlin and Cypher query languages.
+1. **Pluggable Backend Architecture**: Storage backends implement the 
`BackendStore` interface — new backends require no core changes. Active 
backends: RocksDB (default/embedded), HStore (distributed)
+2. **gRPC Communication**: All distributed components (PD, Store, Server) 
communicate via gRPC. Proto definitions in `*/grpc/` directories
+3. **Multi-Language Queries**: Native Gremlin support + OpenCypher 
implementation in `hugegraph-api/opencypher/`

Review Comment:
    does not exist in this repository. The OpenCypher sources live under , so 
this shortcut currently sends agents to a dead path instead of the actual 
implementation.



##########
.serena/project.yml:
##########
@@ -20,22 +28,40 @@ languages:
 # For a list of possible encodings, see 
https://docs.python.org/3.11/library/codecs.html#standard-encodings
 encoding: "utf-8"
 
-# whether to use the project's gitignore file to ignore files
-# Added on 2025-04-07
+# whether to use project's .gitignore files to ignore files
 ignore_all_files_in_gitignore: true
 
-# list of additional paths to ignore
-# same syntax as gitignore, so you can use * and **
-# Was previously called `ignored_dirs`, please update your config if you are 
using that.
-# Added (renamed) on 2025-04-07
-ignored_paths: []
+# list of additional paths to ignore in this project.
+# Same syntax as gitignore, so you can use * and **.
+# Note: global ignored_paths from serena_config.yml are also applied 
additively.
+ignored_paths:
+  # --- Deprecated backends (focus on RocksDB/HStore only) ---
+  - "hugegraph-server/hugegraph-cassandra/**"
+  - "hugegraph-server/hugegraph-scylladb/**"
+  - "hugegraph-server/hugegraph-mysql/**"
+  - "hugegraph-server/hugegraph-postgresql/**"
+  - "hugegraph-server/hugegraph-palo/**"
+  - "hugegraph-server/hugegraph-hbase/**"
+  # --- gRPC generated Java (235k lines, never hand-edited, regenerated by mvn 
compile) ---
+  - "hugegraph-pd/hg-pd-grpc/src/main/java/**"
+  - "hugegraph-store/hg-store-grpc/src/main/java/**"
+  # --- License/legal files (585 txt files, only touched when adding 
dependencies) ---
+  - "install-dist/release-docs/licenses/**"
+  - "install-dist/scripts/dependency/known-dependencies.txt"
+  # --- Rarely modified tests/examples ---
+  - "hugegraph-server/hugegraph-test/**/tinkerpop/**"
+  - "hugegraph-server/hugegraph-example/**"
+  - "hugegraph-cluster-test/**"

Review Comment:
   This ignore list now removes HBase, cluster tests, and the 
dependency-compliance paths from Serena's project view. That is broader than 
'dead/generated code': the repo still ships , still runs  in server CI, still 
contains , and  explicitly requires updating the license and  files when adding 
third-party dependencies. With this config, Serena-based agents will miss or be 
unable to complete those tasks.



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