diff --git a/error-prone-contrib/pom.xml b/error-prone-contrib/pom.xml
index 385f0867ac..f33573f4ca 100644
--- a/error-prone-contrib/pom.xml
+++ b/error-prone-contrib/pom.xml
@@ -87,6 +87,11 @@
             <artifactId>guava</artifactId>
             <scope>provided</scope>
         </dependency>
+        <dependency>
+            <groupId>io.micrometer</groupId>
+            <artifactId>micrometer-core</artifactId>
+            <scope>provided</scope>
+        </dependency>
         <dependency>
             <groupId>io.projectreactor</groupId>
             <artifactId>reactor-core</artifactId>
diff --git a/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/MicrometerRules.java b/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/MicrometerRules.java
new file mode 100644
index 0000000000..40800c6d09
--- /dev/null
+++ b/error-prone-contrib/src/main/java/tech/picnic/errorprone/refasterrules/MicrometerRules.java
@@ -0,0 +1,88 @@
+package tech.picnic.errorprone.refasterrules;
+
+import com.google.common.collect.ImmutableCollection;
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableSet;
+import com.google.errorprone.refaster.Refaster;
+import com.google.errorprone.refaster.annotation.AfterTemplate;
+import com.google.errorprone.refaster.annotation.BeforeTemplate;
+import io.micrometer.core.instrument.Tag;
+import io.micrometer.core.instrument.Tags;
+import tech.picnic.errorprone.refaster.annotation.OnlineDocumentation;
+
+/** Refaster rules related to expressions dealing with Micrometer. */
+// XXX: Consider replacing the `TagsOf[N]` rules with a bug checker, so that various other
+// expressions (e.g. those creating other collection types, those passing in tags some other way, or
+// those passing in more tags) can be replaced as wel.
+@OnlineDocumentation
+final class MicrometerRules {
+  private MicrometerRules() {}
+
+  /** Prefer using {@link Tags} over other immutable collections. */
+  static final class TagsOf1 {
+    @BeforeTemplate
+    ImmutableCollection<Tag> before(Tag tag) {
+      return Refaster.anyOf(ImmutableSet.of(tag), ImmutableList.of(tag));
+    }
+
+    @AfterTemplate
+    Iterable<Tag> after(Tag tag) {
+      return Tags.of(tag);
+    }
+  }
+
+  /** Prefer using {@link Tags} over other immutable collections. */
+  static final class TagsOf2 {
+    @BeforeTemplate
+    ImmutableCollection<Tag> before(Tag tag1, Tag tag2) {
+      return Refaster.anyOf(ImmutableSet.of(tag1, tag2), ImmutableList.of(tag1, tag2));
+    }
+
+    @AfterTemplate
+    Iterable<Tag> after(Tag tag1, Tag tag2) {
+      return Tags.of(tag1, tag2);
+    }
+  }
+
+  /** Prefer using {@link Tags} over other immutable collections. */
+  static final class TagsOf3 {
+    @BeforeTemplate
+    ImmutableCollection<Tag> before(Tag tag1, Tag tag2, Tag tag3) {
+      return Refaster.anyOf(ImmutableSet.of(tag1, tag2, tag3), ImmutableList.of(tag1, tag2, tag3));
+    }
+
+    @AfterTemplate
+    Iterable<Tag> after(Tag tag1, Tag tag2, Tag tag3) {
+      return Tags.of(tag1, tag2, tag3);
+    }
+  }
+
+  /** Prefer using {@link Tags} over other immutable collections. */
+  static final class TagsOf4 {
+    @BeforeTemplate
+    ImmutableCollection<Tag> before(Tag tag1, Tag tag2, Tag tag3, Tag tag4) {
+      return Refaster.anyOf(
+          ImmutableSet.of(tag1, tag2, tag3, tag4), ImmutableList.of(tag1, tag2, tag3, tag4));
+    }
+
+    @AfterTemplate
+    Iterable<Tag> after(Tag tag1, Tag tag2, Tag tag3, Tag tag4) {
+      return Tags.of(tag1, tag2, tag3, tag4);
+    }
+  }
+
+  /** Prefer using {@link Tags} over other immutable collections. */
+  static final class TagsOf5 {
+    @BeforeTemplate
+    ImmutableCollection<Tag> before(Tag tag1, Tag tag2, Tag tag3, Tag tag4, Tag tag5) {
+      return Refaster.anyOf(
+          ImmutableSet.of(tag1, tag2, tag3, tag4, tag5),
+          ImmutableList.of(tag1, tag2, tag3, tag4, tag5));
+    }
+
+    @AfterTemplate
+    Iterable<Tag> after(Tag tag1, Tag tag2, Tag tag3, Tag tag4, Tag tag5) {
+      return Tags.of(tag1, tag2, tag3, tag4, tag5);
+    }
+  }
+}
diff --git a/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java b/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java
index 30839af965..fd5cb29672 100644
--- a/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java
+++ b/error-prone-contrib/src/test/java/tech/picnic/errorprone/refasterrules/RefasterRulesTest.java
@@ -59,6 +59,7 @@ final class RefasterRulesTest {
           LongStreamRules.class,
           MapEntryRules.class,
           MapRules.class,
+          MicrometerRules.class,
           MockitoRules.class,
           MultimapRules.class,
           NullRules.class,
diff --git a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/MicrometerRulesTestInput.java b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/MicrometerRulesTestInput.java
new file mode 100644
index 0000000000..256c9494bb
--- /dev/null
+++ b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/MicrometerRulesTestInput.java
@@ -0,0 +1,57 @@
+package tech.picnic.errorprone.refasterrules;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableSet;
+import io.micrometer.core.instrument.Tag;
+import tech.picnic.errorprone.refaster.test.RefasterRuleCollectionTestCase;
+
+final class MicrometerRulesTest implements RefasterRuleCollectionTestCase {
+  @Override
+  public ImmutableSet<Object> elidedTypesAndStaticImports() {
+    return ImmutableSet.of(ImmutableList.class);
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf1() {
+    return ImmutableSet.of(
+        ImmutableSet.of(Tag.of("foo", "v1")), ImmutableList.of(Tag.of("bar", "v2")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf2() {
+    return ImmutableSet.of(
+        ImmutableSet.of(Tag.of("foo", "v1"), Tag.of("bar", "v2")),
+        ImmutableList.of(Tag.of("baz", "v3"), Tag.of("qux", "v4")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf3() {
+    return ImmutableSet.of(
+        ImmutableSet.of(Tag.of("foo", "v1"), Tag.of("bar", "v2"), Tag.of("baz", "v3")),
+        ImmutableList.of(Tag.of("qux", "v4"), Tag.of("quux", "v5"), Tag.of("corge", "v6")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf4() {
+    return ImmutableSet.of(
+        ImmutableSet.of(
+            Tag.of("foo", "v1"), Tag.of("bar", "v2"), Tag.of("baz", "v3"), Tag.of("qux", "v4")),
+        ImmutableList.of(
+            Tag.of("quux", "v5"),
+            Tag.of("corge", "v6"),
+            Tag.of("grault", "v7"),
+            Tag.of("garply", "v8")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf5() {
+    return ImmutableSet.of(
+        ImmutableSet.of(
+            Tag.of("foo", "v1"),
+            Tag.of("bar", "v2"),
+            Tag.of("baz", "v3"),
+            Tag.of("qux", "v4"),
+            Tag.of("quux", "v5")),
+        ImmutableList.of(
+            Tag.of("corge", "v6"),
+            Tag.of("grault", "v7"),
+            Tag.of("garply", "v8"),
+            Tag.of("waldo", "v9"),
+            Tag.of("fred", "v10")));
+  }
+}
diff --git a/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/MicrometerRulesTestOutput.java b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/MicrometerRulesTestOutput.java
new file mode 100644
index 0000000000..74c4dd50c8
--- /dev/null
+++ b/error-prone-contrib/src/test/resources/tech/picnic/errorprone/refasterrules/MicrometerRulesTestOutput.java
@@ -0,0 +1,56 @@
+package tech.picnic.errorprone.refasterrules;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableSet;
+import io.micrometer.core.instrument.Tag;
+import io.micrometer.core.instrument.Tags;
+import tech.picnic.errorprone.refaster.test.RefasterRuleCollectionTestCase;
+
+final class MicrometerRulesTest implements RefasterRuleCollectionTestCase {
+  @Override
+  public ImmutableSet<Object> elidedTypesAndStaticImports() {
+    return ImmutableSet.of(ImmutableList.class);
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf1() {
+    return ImmutableSet.of(Tags.of(Tag.of("foo", "v1")), Tags.of(Tag.of("bar", "v2")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf2() {
+    return ImmutableSet.of(
+        Tags.of(Tag.of("foo", "v1"), Tag.of("bar", "v2")),
+        Tags.of(Tag.of("baz", "v3"), Tag.of("qux", "v4")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf3() {
+    return ImmutableSet.of(
+        Tags.of(Tag.of("foo", "v1"), Tag.of("bar", "v2"), Tag.of("baz", "v3")),
+        Tags.of(Tag.of("qux", "v4"), Tag.of("quux", "v5"), Tag.of("corge", "v6")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf4() {
+    return ImmutableSet.of(
+        Tags.of(Tag.of("foo", "v1"), Tag.of("bar", "v2"), Tag.of("baz", "v3"), Tag.of("qux", "v4")),
+        Tags.of(
+            Tag.of("quux", "v5"),
+            Tag.of("corge", "v6"),
+            Tag.of("grault", "v7"),
+            Tag.of("garply", "v8")));
+  }
+
+  ImmutableSet<Iterable<Tag>> testTagsOf5() {
+    return ImmutableSet.of(
+        Tags.of(
+            Tag.of("foo", "v1"),
+            Tag.of("bar", "v2"),
+            Tag.of("baz", "v3"),
+            Tag.of("qux", "v4"),
+            Tag.of("quux", "v5")),
+        Tags.of(
+            Tag.of("corge", "v6"),
+            Tag.of("grault", "v7"),
+            Tag.of("garply", "v8"),
+            Tag.of("waldo", "v9"),
+            Tag.of("fred", "v10")));
+  }
+}
diff --git a/pom.xml b/pom.xml
index c0764d508d..07f4d433d7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -365,6 +365,11 @@
                 <artifactId>nullaway</artifactId>
                 <version>${version.nullaway}</version>
             </dependency>
+            <dependency>
+                <groupId>io.micrometer</groupId>
+                <artifactId>micrometer-core</artifactId>
+                <version>1.13.6</version>
+            </dependency>
             <dependency>
                 <groupId>io.projectreactor</groupId>
                 <artifactId>reactor-bom</artifactId>