diff --git a/src/python/pants/backend/python/typecheck/mypy/rules.py b/src/python/pants/backend/python/typecheck/mypy/rules.py
index 789d49e09fb..5f224140262 100644
--- a/src/python/pants/backend/python/typecheck/mypy/rules.py
+++ b/src/python/pants/backend/python/typecheck/mypy/rules.py
@@ -411,7 +411,6 @@ async def mypy_determine_partitions(
     )
 
 
-# TODO(#10864): Improve performance, e.g. by leveraging the MyPy cache.
 @rule(desc="Typecheck using MyPy", level=LogLevel.DEBUG)
 async def mypy_typecheck(request: MyPyRequest, mypy: MyPy) -> CheckResults:
     if mypy.skip:
diff --git a/src/python/pants/core/environments/target_types.py b/src/python/pants/core/environments/target_types.py
index b5718d4a849..e69b367101e 100644
--- a/src/python/pants/core/environments/target_types.py
+++ b/src/python/pants/core/environments/target_types.py
@@ -108,8 +108,9 @@ class LocalEnvironmentTarget(Target):
         Only one `local_environment` may be defined in `[environments-preview].names` per platform, and
         when `{LOCAL_ENVIRONMENT_MATCHER}` is specified as the environment, the
         `local_environment` that matches the current platform (if defined) will be selected.
+
+        See https://www.pantsbuild.org/stable/docs/using-pants/environments for more information.
         """
-        # TODO(#17096) Add a link to the environments docs once they land.
     )
 
 
@@ -256,8 +257,9 @@ class DockerEnvironmentTarget(Target):
         **Enable default Docker socket** is enabled, you can find it in **Docker Desktop Settings > Advanced**
         panel. That option tells Docker to create a socket at `/var/run/docker.sock` which Pants can use to
         communicate with Docker.
+
+        See https://www.pantsbuild.org/stable/docs/using-pants/environments for more information.
         """
-        # TODO(#17096) Add a link to the environments docs once they land.
     )
 
 
@@ -352,8 +354,9 @@ class RemoteEnvironmentTarget(Target):
         repository, but it can be useful to have >1 so that you can set different
         `extra_platform_properties`. For example, with some servers, you could use this to
         configure a different Docker image per environment.
+
+        See https://www.pantsbuild.org/stable/docs/using-pants/environments for more information.
         """
-        # TODO(#17096) Add a link to the environments docs once they land.
     )
 
 
diff --git a/src/python/pants_release/release.py b/src/python/pants_release/release.py
index f210ead411a..cb7b549b144 100644
--- a/src/python/pants_release/release.py
+++ b/src/python/pants_release/release.py
@@ -510,7 +510,7 @@ def build_pants_wheels() -> None:
 
     args = (
         "./pants",
-        # TODO(#9924).
+        # See https://github.com/pantsbuild/pants/issues/9924 for tty detection issues.
         "--no-dynamic-ui",
         # TODO(#7654): It's not safe to use Pantsd because we're already using Pants to run
         #  this script.
diff --git a/src/rust/engine/src/externs/interface.rs b/src/rust/engine/src/externs/interface.rs
index a528ee1a82c..55199fd4819 100644
--- a/src/rust/engine/src/externs/interface.rs
+++ b/src/rust/engine/src/externs/interface.rs
@@ -1569,7 +1569,6 @@ fn rule_graph_consumed_types<'py>(
 fn rule_graph_visualize(py_scheduler: &Bound<'_, PyScheduler>, path: PathBuf) -> PyO3Result<()> {
     let core = &py_scheduler.borrow().0.core;
     core.executor.enter(|| {
-        // TODO(#7117): we want to represent union types in the graph visualizer somehow!!!
         write_to_file(path.as_path(), &core.rule_graph).map_err(|e| {
             PyIOError::new_err(format!(
                 "Failed to visualize to {}: {:?}",
@@ -1596,7 +1595,6 @@ fn rule_subgraph_visualize(
             .collect::<Vec<_>>();
         let product_type = TypeId::new(product_type);
 
-        // TODO(#7117): we want to represent union types in the graph visualizer somehow!!!
         let subgraph = scheduler
             .core
             .rule_graph