diff --git a/go.mod b/go.mod
index f60b9581..a6d4d964 100644
--- a/go.mod
+++ b/go.mod
@@ -12,7 +12,6 @@ require (
 	github.com/errata-ai/ini v1.63.0
 	github.com/errata-ai/regexp2 v1.7.0
 	github.com/gobwas/glob v0.2.3
-	github.com/jdkato/go-tree-sitter-julia v0.0.0-20240531060609-b738d045ba2d
 	github.com/jdkato/twine v0.10.1
 	github.com/karrick/godirwalk v1.16.1
 	github.com/mholt/archiver/v3 v3.5.1
@@ -45,6 +44,7 @@ require (
 	github.com/gookit/color v1.5.4 // indirect
 	github.com/huandu/xstrings v1.3.3 // indirect
 	github.com/imdario/mergo v0.3.11 // indirect
+	github.com/jdkato/go-tree-sitter-julia v0.1.0 // indirect
 	github.com/klauspost/compress v1.11.4 // indirect
 	github.com/klauspost/pgzip v1.2.5 // indirect
 	github.com/kr/pretty v0.3.0 // indirect
diff --git a/go.sum b/go.sum
index a6e3df18..f284f1bb 100644
--- a/go.sum
+++ b/go.sum
@@ -65,6 +65,8 @@ github.com/imdario/mergo v0.3.11 h1:3tnifQM4i+fbajXKBHXWEH+KvNHqojZ778UH75j3bGA=
 github.com/imdario/mergo v0.3.11/go.mod h1:jmQim1M+e3UYxmgPu/WyfjB3N3VflVyUjjjwH0dnCYA=
 github.com/jdkato/go-tree-sitter-julia v0.0.0-20240531060609-b738d045ba2d h1:nc/Dgjp4Zr3drV44bz2+fUaCb1ZZvFtNnudyuaWL7uQ=
 github.com/jdkato/go-tree-sitter-julia v0.0.0-20240531060609-b738d045ba2d/go.mod h1:lXNEZorcvU63DcANEklLMbDRjwam4VQ44MIV1Cck0w8=
+github.com/jdkato/go-tree-sitter-julia v0.1.0 h1:z+6zTbd6PHMKAge7GJx9QIwPQX2NOKb4Pj5jteJvaYY=
+github.com/jdkato/go-tree-sitter-julia v0.1.0/go.mod h1:lXNEZorcvU63DcANEklLMbDRjwam4VQ44MIV1Cck0w8=
 github.com/jdkato/twine v0.10.1 h1:Jexy1dua9nRyr45AQ3Bml1nCVYq3VIi9g09MOkg2Wwk=
 github.com/jdkato/twine v0.10.1/go.mod h1:bYejIksa/MD4jxI5/o+DFxMb7Bw7JcGZDoA6ib4j+dg=
 github.com/karrick/godirwalk v1.16.1 h1:DynhcF+bztK8gooS0+NDJFrdNZjJ3gzVzC545UNA9iw=
diff --git a/internal/core/format.go b/internal/core/format.go
index 5f4069ac..c3fd2beb 100755
--- a/internal/core/format.go
+++ b/internal/core/format.go
@@ -53,11 +53,6 @@ var CommentsByNormedExt = map[string]map[string]string{
 		"blockStart": `(\{-.*)`,
 		"blockEnd":   `(.*-\})`,
 	},
-	".jl": {
-		"inline":     `(# .+)`,
-		"blockStart": `(^#=)|(^(?:@doc )?(?:raw)?["']{3}.*)`,
-		"blockEnd":   `(^=#)|(.*["']{3})`,
-	},
 }
 
 // FormatByExtension associates a file extension with its "normed" extension
diff --git a/internal/lint/code/jl.go b/internal/lint/code/jl.go
index 07adc71e..ab2c3d41 100644
--- a/internal/lint/code/jl.go
+++ b/internal/lint/code/jl.go
@@ -8,9 +8,12 @@ import (
 
 func Julia() *Language {
 	return &Language{
-		Delims:  regexp.MustCompile(`#|#=|=#`),
-		Parser:  julia.GetLanguage(),
-		Queries: []string{`(comment)+ @comment`},
+		Delims: regexp.MustCompile(`#|#=|=#`),
+		Parser: julia.GetLanguage(),
+		Queries: []string{
+			`(line_comment)+ @comment`,
+			`(block_comment)+ @comment`,
+		},
 		Padding: func(s string) int {
 			return computePadding(s, []string{"#", `#=`, `=#`})
 		},
diff --git a/testdata/features/lint.feature b/testdata/features/lint.feature
index a01fa3d8..06b90ce0 100755
--- a/testdata/features/lint.feature
+++ b/testdata/features/lint.feature
@@ -30,11 +30,7 @@ Feature: Lint
             test.jl:1:3:vale.Annotations:'NOTE' left in text
             test.jl:4:3:vale.Annotations:'NOTE' left in text
             test.jl:9:7:vale.Annotations:'NOTE' left in text
-            test.jl:16:51:vale.Annotations:'TODO' left in text
-            test.jl:19:1:vale.Annotations:'TODO' left in text
             test.jl:21:17:vale.Annotations:'NOTE' left in text
-            test.jl:29:1:vale.Annotations:'XXX' left in text
-            test.jl:41:1:vale.Annotations:'NOTE' left in text
             test.jl:47:3:vale.Annotations:'XXX' left in text
             """