maoyouaa commented on code in PR #3563:
URL: https://github.com/apache/kvrocks/pull/3563#discussion_r3619516313


##########
.devcontainer/Dockerfile:
##########
@@ -1,9 +1,20 @@
+FROM golang:1.25-bookworm AS go-toolchain
+
 FROM ubuntu:noble

Review Comment:
   Thanks. I simplified the devcontainer to use `ubuntu:resolute` and its 
packaged Go toolchain. I also pinned the default format/tidy commands to LLVM 
18 to match CI. A clean Kvrocks build on Resolute exposed the same `libatomic` 
link requirement already handled in the production Dockerfile, so the container 
now sets `LDFLAGS=-latomic`. The image build, full Clang build, C++ tests, 
`TestPing`, format check, and clang-tidy all pass.



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