Build, Test, and Development Commands

make setup: install cargo components plus linters such as taplo, shfmt, typos, machete, and ruff.
make build / make build-release: compile debug or optimized databend-{query,meta,metactl} binaries into target/.
make run-debug / make kill: launch or stop a local standalone deployment using the latest build.
make unit-test, make stateless-test, make sqllogic-test, make metactl-test: run focused suites.
make test: run the default CI test matrix.
make fmt: apply repository formatting rules.
make lint: run lint checks before committing.

Provide feedback