diff --git a/tests/test_rapids-get-telemetry-trace-id.py b/tests/test_rapids-get-telemetry-trace-id.py
deleted file mode 100644
index 0da8b11..0000000
--- a/tests/test_rapids-get-telemetry-trace-id.py
+++ /dev/null
@@ -1,49 +0,0 @@
-import os.path
-import subprocess
-
-TOOLS_DIR = os.path.join(os.path.dirname(os.path.realpath(__file__)), "..", "tools")
-
-def test_rapids_compute_trace_id():
-    result = subprocess.run(
-        os.path.join(TOOLS_DIR, "rapids-get-telemetry-trace-id"),
-        env={
-            "GITHUB_REPOSITORY": "rapidsai/gha-tools",
-            "GITHUB_RUN_ID": "1123123",
-            "RUN_ATTEMPT": "1"
-        },
-        text=True,
-        capture_output=True,
-    )
-    assert result.stdout.strip() == "22ab4ec60f37f446b4a95917e86660df"
-    assert result.stderr == ""
-    assert result.returncode == 0
-
-def test_rapids_get_traceparent():
-    result = subprocess.run(
-        [os.path.join(TOOLS_DIR, "rapids-get-telemetry-traceparent"), "my_job"],
-        env={
-            "GITHUB_REPOSITORY": "rapidsai/gha-tools",
-            "GITHUB_RUN_ID": "1123123",
-            "RUN_ATTEMPT": "1"
-        },
-        text=True,
-        capture_output=True,
-    )
-    assert result.stdout.strip() == "00-22ab4ec60f37f446b4a95917e86660df-5f57388b5b07a3e8-01"
-    assert result.stderr == ""
-    assert result.returncode == 0
-
-def test_rapids_get_traceparent_with_step():
-    result = subprocess.run(
-        [os.path.join(TOOLS_DIR, "rapids-get-telemetry-traceparent"), "my_job", "my step"],
-        env={
-            "GITHUB_REPOSITORY": "rapidsai/gha-tools",
-            "GITHUB_RUN_ID": "1123123",
-            "RUN_ATTEMPT": "1"
-        },
-        text=True,
-        capture_output=True,
-    )
-    assert result.stdout.strip() == "00-22ab4ec60f37f446b4a95917e86660df-a6e5bc57fad91889-01"
-    assert result.stderr == ""
-    assert result.returncode == 0
\ No newline at end of file
diff --git a/tools/rapids-conda-retry b/tools/rapids-conda-retry
index 78e25b2..9ce59ca 100755
--- a/tools/rapids-conda-retry
+++ b/tools/rapids-conda-retry
@@ -67,7 +67,7 @@ condaCmd=${RAPIDS_CONDA_EXE:=conda}
 #    needToRetry: 1 if the command should be retried, 0 if it should not be
 function runConda {
     # shellcheck disable=SC2086
-    rapids-otel-wrap ${condaCmd} ${args} 2>&1| tee "${outfile}"
+    ${condaCmd} ${args} 2>&1| tee "${outfile}"
     exitcode=$?
     needToRetry=0
     needToClean=0
diff --git a/tools/rapids-get-pr-conda-artifact b/tools/rapids-get-pr-conda-artifact
index 2e9885b..3c3605d 100755
--- a/tools/rapids-get-pr-conda-artifact
+++ b/tools/rapids-get-pr-conda-artifact
@@ -33,4 +33,4 @@ if [[ -z "${commit}" ]]; then
     commit=$(git ls-remote https://github.com/rapidsai/"${repo}".git refs/heads/pull-request/"${pr}" | cut -c1-7)
 fi
 
-rapids-otel-wrap rapids-get-artifact "ci/${repo}/pull-request/${pr}/${commit}/${artifact_name}"
+rapids-get-artifact "ci/${repo}/pull-request/${pr}/${commit}/${artifact_name}"
diff --git a/tools/rapids-get-telemetry-trace-id b/tools/rapids-get-telemetry-trace-id
deleted file mode 100755
index f69c777..0000000
--- a/tools/rapids-get-telemetry-trace-id
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-# This is a global, per-run identifier. It is the same across all jobs and all steps within all jobs.
-# It is constant from the source repo, to shared-workflows, to shared-actions.
-
-sha="$(echo "${GITHUB_REPOSITORY}+${GITHUB_RUN_ID}+${RUN_ATTEMPT}" | sha256sum | cut -f1 -d' ')"
-echo "${sha:0:32}"
\ No newline at end of file
diff --git a/tools/rapids-get-telemetry-traceparent b/tools/rapids-get-telemetry-traceparent
deleted file mode 100755
index cf7d006..0000000
--- a/tools/rapids-get-telemetry-traceparent
+++ /dev/null
@@ -1,30 +0,0 @@
-#!/bin/bash
-# This emits a TRACEPARENT, which follows the w3c trace context standard.
-# https://www.w3.org/TR/trace-context/
-#
-# This script can operate for two purposes:
-# 1. The top level of a job, whether it is the job at the source repo (e.g. rmm) level, or
-#      the matrix job level
-# 2. The steps level within a job, which uses both the job name and the step name
-#
-# The job name must always be provided as the first argument.
-# A step name MAY be provided as the second argument. If it is specified, the output corresponds to
-#     the step within the context of its job.
-
-JOB_NAME=$1
-STEP_NAME=${2:-}
-
-SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )
-
-TRACE_ID="$("${SCRIPT_DIR}"/rapids-get-telemetry-trace-id)"
-JOB_SPAN_ID="${TRACE_ID}-${JOB_NAME}"
-STEP_SPAN_ID="${JOB_SPAN_ID}-${STEP_NAME}"
-
-JOB_TRACEPARENT=$(echo -n "${JOB_SPAN_ID}" | sha256sum | cut -f1 -d' ')
-STEP_TRACEPARENT=$(echo -n "${STEP_SPAN_ID}" | sha256sum | cut -f1 -d' ')
-
-if [ "${STEP_NAME}" != "" ]; then
-    echo "00-${TRACE_ID}-${STEP_TRACEPARENT:0:16}-01"
-else
-    echo "00-${TRACE_ID}-${JOB_TRACEPARENT:0:16}-01"
-fi
\ No newline at end of file
diff --git a/tools/rapids-mamba-retry b/tools/rapids-mamba-retry
index c0bb374..5db5d00 100755
--- a/tools/rapids-mamba-retry
+++ b/tools/rapids-mamba-retry
@@ -46,4 +46,4 @@ for arg in "$@"; do
    fi
 done
 
-rapids-otel-wrap rapids-conda-retry "${args[@]}"
+rapids-conda-retry "$@"
diff --git a/tools/rapids-otel-wrap b/tools/rapids-otel-wrap
deleted file mode 100755
index 7f2cfea..0000000
--- a/tools/rapids-otel-wrap
+++ /dev/null
@@ -1,53 +0,0 @@
-#!/bin/bash
-# Wraps arbitrary commands with arbitrary args. Emits an OpenTelemetry span for tracing the command
-
-SCRIPT_DIR="$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
-
-RAPIDS_OTEL_TRACES_EXPORTER="${RAPIDS_OTEL_TRACES_EXPORTER:-${RAPIDS_OTEL_EXPORTER:-"console"}}"
-RAPIDS_OTEL_METRICS_EXPORTER="${RAPIDS_OTEL_METRICS_EXPORTER:-${RAPIDS_OTEL_EXPORTER:-"console"}}"
-RAPIDS_OTEL_LOGS_EXPORTER="${RAPIDS_OTEL_LOGS_EXPORTER:-${RAPIDS_OTEL_EXPORTER:-"console"}}"
-OTEL_EXPORTER_OTLP_TRACES_ENDPOINT="${OTEL_EXPORTER_OTLP_TRACES_ENDPOINT:-${OTEL_EXPORTER_OTLP_ENDPOINT}/v1/traces}"
-OTEL_EXPORTER_OTLP_METRICS_ENDPOINT="${OTEL_EXPORTER_OTLP_METRICS_ENDPOINT:-${OTEL_EXPORTER_OTLP_ENDPOINT}/v1/metrics}"
-OTEL_EXPORTER_OTLP_LOGS_ENDPOINT="${OTEL_EXPORTER_OTLP_LOGS_ENDPOINT:-${OTEL_EXPORTER_OTLP_ENDPOINT}/v1/logs}"
-export TRACEPARENT="${TRACEPARENT}"
-
-if [[ $(type otel-cli >/dev/null 2>&1) -eq 0 ]] && [ "$TRACEPARENT" != "" ]; then
-    echo "Running command with OpenTelemetry instrumentation";
-
-    set -x
-    if [ "$OTEL_SERVICE_NAME" = "" ]; then
-        echo "WARNING: OTEL_SERVICE_NAME variable not provided. Traces from different steps may not be associated correctly."
-    fi
-
-    # Some commands have instrumentation. For example, conda-build has monkey-patched instrumentation
-    # that can be activated with the opentelemetry-instrument command. For these commands,
-    # we replace the command with the wrapped command, quoted as a whole for the purposes
-    # of otel-cli exec, so that flags don't get confused.
-    case "$1" in
-        conda* )
-        echo "using opentelemetry-instrument for command";
-        command="opentelemetry-instrument $*"
-        ;;
-        * )
-        command="$*"
-        ;;
-    esac
-
-    echo "TRACEPARENT prior to otel-cli exec is: \"${TRACEPARENT}\""
-    STEP_TRACEPARENT=$("${SCRIPT_DIR}/rapids-get-telemetry-traceparent" "${JOB_NAME}" "${OTEL_SERVICE_NAME}")
-
-    # otel-cli creates a span for us that bridges the traceparent from the parent process
-    # into the command we're wrapping
-    otel-cli exec \
-        --name "Run instrumented $*" \
-        --force-parent-span-id "$(cut -d'-' -f3 <<<"$STEP_TRACEPARENT")" \
-        --verbose \
-        -- "${command}"
-        RETURN_STATUS=$?
-else
-    echo "Skipping instrumentation, running \"${*}\"";
-    eval "$*"
-    RETURN_STATUS=$?
-fi
-
-exit "${RETURN_STATUS}"
diff --git a/tools/rapids-upload-conda-to-s3 b/tools/rapids-upload-conda-to-s3
index f440298..91a049f 100755
--- a/tools/rapids-upload-conda-to-s3
+++ b/tools/rapids-upload-conda-to-s3
@@ -30,4 +30,4 @@ pkg_name="$(rapids-package-name "$pkg_type")"
 # Where conda build artifacts are output
 path_to_tar_up="${RAPIDS_CONDA_BLD_OUTPUT_DIR}"
 
-rapids-otel-wrap rapids-upload-to-s3 "${pkg_name}" "${path_to_tar_up}"
+rapids-upload-to-s3 "${pkg_name}" "${path_to_tar_up}"
diff --git a/tools/rapids-upload-wheels-to-s3 b/tools/rapids-upload-wheels-to-s3
index 4671cd1..9b35b39 100755
--- a/tools/rapids-upload-wheels-to-s3
+++ b/tools/rapids-upload-wheels-to-s3
@@ -20,4 +20,4 @@ if [ "${CI:-false}" = "false" ]; then
   exit 0
 fi
 
-rapids-otel-wrap rapids-upload-to-s3 "${pkg_name}" "$@"
+rapids-upload-to-s3 "${pkg_name}" "$@"