diff --git a/dev/breeze/doc/images/output_ci-image_build.svg b/dev/breeze/doc/images/output_ci-image_build.svg
index 1a1eebc18cb82..4978530476999 100644
--- a/dev/breeze/doc/images/output_ci-image_build.svg
+++ b/dev/breeze/doc/images/output_ci-image_build.svg
@@ -1,4 +1,4 @@
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@@ -43,7 +43,7 @@
 
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-</text><text class="breeze-ci-image-build-r5" x="0" y="1752.4" textLength="1464" clip-path="url(#breeze-ci-image-build-line-71)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-ci-image-build-r1" x="1464" y="1752.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-71)">
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-</text><text class="breeze-ci-image-build-r5" x="0" y="2191.6" textLength="1464" clip-path="url(#breeze-ci-image-build-line-89)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-ci-image-build-r1" x="1464" y="2191.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-89)">
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+</text><text class="breeze-ci-image-build-r5" x="0" y="1313.2" textLength="24.4" clip-path="url(#breeze-ci-image-build-line-53)">╭─</text><text class="breeze-ci-image-build-r5" x="24.4" y="1313.2" textLength="597.8" clip-path="url(#breeze-ci-image-build-line-53)">&#160;Selecting&#160;constraint&#160;location&#160;(for&#160;power&#160;users)&#160;</text><text class="breeze-ci-image-build-r5" x="622.2" y="1313.2" textLength="817.4" clip-path="url(#breeze-ci-image-build-line-53)">───────────────────────────────────────────────────────────────────</text><text class="breeze-ci-image-build-r5" x="1439.6" y="1313.2" textLength="24.4" clip-path="url(#breeze-ci-image-build-line-53)">─╮</text><text class="breeze-ci-image-build-r1" x="1464" y="1313.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-53)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1337.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-54)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1337.6" textLength="366" clip-path="url(#breeze-ci-image-build-line-54)">--airflow-constraints-location</text><text class="breeze-ci-image-build-r1" x="451.4" y="1337.6" textLength="902.8" clip-path="url(#breeze-ci-image-build-line-54)">Location&#160;of&#160;airflow&#160;constraints&#160;to&#160;use&#160;(remote&#160;URL&#160;or&#160;local&#160;context&#160;file).</text><text class="breeze-ci-image-build-r7" x="1366.4" y="1337.6" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-54)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1337.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-54)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1337.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-54)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1362" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-55)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1362" textLength="317.2" clip-path="url(#breeze-ci-image-build-line-55)">--airflow-constraints-mode</text><text class="breeze-ci-image-build-r1" x="451.4" y="1362" textLength="866.2" clip-path="url(#breeze-ci-image-build-line-55)">Mode&#160;of&#160;constraints&#160;for&#160;Airflow&#160;for&#160;CI&#160;image&#160;building.&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1362" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-55)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1362" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-55)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1386.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-56)">│</text><text class="breeze-ci-image-build-r7" x="451.4" y="1386.4" textLength="866.2" clip-path="url(#breeze-ci-image-build-line-56)">(constraints-source-providers&#160;|&#160;constraints&#160;|&#160;constraints-no-providers)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1386.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-56)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1386.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-56)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1410.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-57)">│</text><text class="breeze-ci-image-build-r5" x="451.4" y="1410.8" textLength="866.2" clip-path="url(#breeze-ci-image-build-line-57)">[default:&#160;constraints-source-providers]&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1410.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-57)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1410.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-57)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1435.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-58)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1435.2" textLength="378.2" clip-path="url(#breeze-ci-image-build-line-58)">--airflow-constraints-reference</text><text class="breeze-ci-image-build-r1" x="451.4" y="1435.2" textLength="634.4" clip-path="url(#breeze-ci-image-build-line-58)">Constraint&#160;reference&#160;to&#160;use&#160;when&#160;building&#160;the&#160;image.</text><text class="breeze-ci-image-build-r7" x="1098" y="1435.2" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-58)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1435.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-58)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1435.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-58)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1459.6" textLength="1464" clip-path="url(#breeze-ci-image-build-line-59)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-ci-image-build-r1" x="1464" y="1459.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-59)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1484" textLength="24.4" clip-path="url(#breeze-ci-image-build-line-60)">╭─</text><text class="breeze-ci-image-build-r5" x="24.4" y="1484" textLength="634.4" clip-path="url(#breeze-ci-image-build-line-60)">&#160;Choosing&#160;dependencies&#160;and&#160;extras&#160;(for&#160;power&#160;users)&#160;</text><text class="breeze-ci-image-build-r5" x="658.8" y="1484" textLength="780.8" clip-path="url(#breeze-ci-image-build-line-60)">────────────────────────────────────────────────────────────────</text><text class="breeze-ci-image-build-r5" x="1439.6" y="1484" textLength="24.4" clip-path="url(#breeze-ci-image-build-line-60)">─╮</text><text class="breeze-ci-image-build-r1" x="1464" y="1484" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-60)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1508.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-61)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1508.4" textLength="329.4" clip-path="url(#breeze-ci-image-build-line-61)">--additional-airflow-extras</text><text class="breeze-ci-image-build-r1" x="414.8" y="1508.4" textLength="768.6" clip-path="url(#breeze-ci-image-build-line-61)">Additional&#160;extra&#160;package&#160;while&#160;installing&#160;Airflow&#160;in&#160;the&#160;image.</text><text class="breeze-ci-image-build-r7" x="1195.6" y="1508.4" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-61)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1508.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-61)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1508.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-61)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1532.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-62)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1532.8" textLength="292.8" clip-path="url(#breeze-ci-image-build-line-62)">--additional-python-deps</text><text class="breeze-ci-image-build-r1" x="414.8" y="1532.8" textLength="768.6" clip-path="url(#breeze-ci-image-build-line-62)">Additional&#160;python&#160;dependencies&#160;to&#160;use&#160;when&#160;building&#160;the&#160;images.</text><text class="breeze-ci-image-build-r7" x="1195.6" y="1532.8" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-62)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1532.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-62)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1532.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-62)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1557.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-63)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1557.2" textLength="170.8" clip-path="url(#breeze-ci-image-build-line-63)">--dev-apt-deps</text><text class="breeze-ci-image-build-r1" x="414.8" y="1557.2" textLength="646.6" clip-path="url(#breeze-ci-image-build-line-63)">Apt&#160;dev&#160;dependencies&#160;to&#160;use&#160;when&#160;building&#160;the&#160;images.</text><text class="breeze-ci-image-build-r7" x="1073.6" y="1557.2" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-63)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1557.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-63)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1557.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-63)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1581.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-64)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1581.6" textLength="305" clip-path="url(#breeze-ci-image-build-line-64)">--additional-dev-apt-deps</text><text class="breeze-ci-image-build-r1" x="414.8" y="1581.6" textLength="780.8" clip-path="url(#breeze-ci-image-build-line-64)">Additional&#160;apt&#160;dev&#160;dependencies&#160;to&#160;use&#160;when&#160;building&#160;the&#160;images.</text><text class="breeze-ci-image-build-r7" x="1207.8" y="1581.6" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-64)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1581.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-64)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1581.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-64)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1606" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-65)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1606" textLength="207.4" clip-path="url(#breeze-ci-image-build-line-65)">--dev-apt-command</text><text class="breeze-ci-image-build-r1" x="414.8" y="1606" textLength="622.2" clip-path="url(#breeze-ci-image-build-line-65)">Command&#160;executed&#160;before&#160;dev&#160;apt&#160;deps&#160;are&#160;installed.</text><text class="breeze-ci-image-build-r7" x="1049.2" y="1606" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-65)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1606" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-65)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1606" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-65)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1630.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-66)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1630.4" textLength="341.6" clip-path="url(#breeze-ci-image-build-line-66)">--additional-dev-apt-command</text><text class="breeze-ci-image-build-r1" x="414.8" y="1630.4" textLength="756.4" clip-path="url(#breeze-ci-image-build-line-66)">Additional&#160;command&#160;executed&#160;before&#160;dev&#160;apt&#160;deps&#160;are&#160;installed.</text><text class="breeze-ci-image-build-r7" x="1183.4" y="1630.4" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-66)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1630.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-66)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1630.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-66)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1654.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-67)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1654.8" textLength="292.8" clip-path="url(#breeze-ci-image-build-line-67)">--additional-dev-apt-env</text><text class="breeze-ci-image-build-r1" x="414.8" y="1654.8" textLength="805.2" clip-path="url(#breeze-ci-image-build-line-67)">Additional&#160;environment&#160;variables&#160;set&#160;when&#160;adding&#160;dev&#160;dependencies.</text><text class="breeze-ci-image-build-r7" x="1232.2" y="1654.8" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-67)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1654.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-67)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1654.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-67)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1679.2" textLength="1464" clip-path="url(#breeze-ci-image-build-line-68)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-ci-image-build-r1" x="1464" y="1679.2" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-68)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1703.6" textLength="24.4" clip-path="url(#breeze-ci-image-build-line-69)">╭─</text><text class="breeze-ci-image-build-r5" x="24.4" y="1703.6" textLength="622.2" clip-path="url(#breeze-ci-image-build-line-69)">&#160;Preparing&#160;cache&#160;and&#160;push&#160;(for&#160;maintainers&#160;and&#160;CI)&#160;</text><text class="breeze-ci-image-build-r5" x="646.6" y="1703.6" textLength="793" clip-path="url(#breeze-ci-image-build-line-69)">─────────────────────────────────────────────────────────────────</text><text class="breeze-ci-image-build-r5" x="1439.6" y="1703.6" textLength="24.4" clip-path="url(#breeze-ci-image-build-line-69)">─╮</text><text class="breeze-ci-image-build-r1" x="1464" y="1703.6" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-69)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1728" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-70)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1728" textLength="109.8" clip-path="url(#breeze-ci-image-build-line-70)">--builder</text><text class="breeze-ci-image-build-r1" x="341.6" y="1728" textLength="756.4" clip-path="url(#breeze-ci-image-build-line-70)">Buildx&#160;builder&#160;used&#160;to&#160;perform&#160;`docker&#160;buildx&#160;build`&#160;commands.</text><text class="breeze-ci-image-build-r7" x="1110.2" y="1728" textLength="73.2" clip-path="url(#breeze-ci-image-build-line-70)">(TEXT)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1728" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-70)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1728" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-70)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1752.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-71)">│</text><text class="breeze-ci-image-build-r5" x="341.6" y="1752.4" textLength="756.4" clip-path="url(#breeze-ci-image-build-line-71)">[default:&#160;autodetect]&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1752.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-71)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1752.4" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-71)">
+</text><text class="breeze-ci-image-build-r5" x="0" y="1776.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-72)">│</text><text class="breeze-ci-image-build-r4" x="24.4" y="1776.8" textLength="122" clip-path="url(#breeze-ci-image-build-line-72)">--platform</text><text class="breeze-ci-image-build-r1" x="341.6" y="1776.8" textLength="329.4" clip-path="url(#breeze-ci-image-build-line-72)">Platform&#160;for&#160;Airflow&#160;image.</text><text class="breeze-ci-image-build-r7" x="683.2" y="1776.8" textLength="646.6" clip-path="url(#breeze-ci-image-build-line-72)">(linux/amd64&#160;|&#160;linux/arm64&#160;|&#160;linux/amd64,linux/arm64)</text><text class="breeze-ci-image-build-r5" x="1451.8" y="1776.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-72)">│</text><text class="breeze-ci-image-build-r1" x="1464" y="1776.8" textLength="12.2" clip-path="url(#breeze-ci-image-build-line-72)">
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     </g>
diff --git a/dev/breeze/doc/images/output_ci-image_build.txt b/dev/breeze/doc/images/output_ci-image_build.txt
index 4e158ed7a615b..87f5f5d0623b3 100644
--- a/dev/breeze/doc/images/output_ci-image_build.txt
+++ b/dev/breeze/doc/images/output_ci-image_build.txt
@@ -1 +1 @@
-3dcbd8478e5828ca02652ad535e8cb12
+fa357412b75a691e1f4de900347e63e9
diff --git a/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py b/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py
index 37420d0d56460..fa2d03b010dfb 100644
--- a/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py
+++ b/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py
@@ -16,16 +16,14 @@
 # under the License.
 from __future__ import annotations
 
-import atexit
 import os
 import signal
 import subprocess
 import sys
 import time
 from copy import deepcopy
-from functools import partial
 from pathlib import Path
-from typing import TYPE_CHECKING, Any, Callable
+from typing import TYPE_CHECKING
 
 import click
 
@@ -198,21 +196,6 @@ def build_timout_handler(build_process_group_id: int, signum, frame):
     if os.environ.get("GITHUB_ACTIONS", "false") != "true":
         get_console().print("::endgroup::")
     get_console().print()
-    get_console().print(
-        "[error]The build timed out. This is likely because `pip` "
-        "started to backtrack dependency resolution.\n"
-    )
-    get_console().print(
-        "[warning]Please follow the instructions in `dev/MANUALLY_GENERATING_IMAGE_CACHE_AND_CONSTRAINTS.md"
-    )
-    get_console().print(
-        "[warning]in the `How to figure out backtracking dependencies` "
-        "chapter as soon as possible. The longer it is delayed, "
-        "the more difficult it will be to find the culprit.\n"
-    )
-    from airflow_breeze.utils.backtracking import print_backtracking_candidates
-
-    print_backtracking_candidates()
     sys.exit(1)
 
 
@@ -237,14 +220,6 @@ def get_exitcode(status: int) -> int:
         return 1
 
 
-option_build_timeout_minutes = click.option(
-    "--build-timeout-minutes",
-    required=False,
-    type=int,
-    envvar="BUILD_TIMEOUT_MINUTES",
-    help="Optional timeout for the build in minutes. Useful to detect `pip` backtracking problems.",
-)
-
 option_upgrade_to_newer_dependencies = click.option(
     "-u",
     "--upgrade-to-newer-dependencies",
@@ -303,7 +278,6 @@ def get_exitcode(status: int) -> int:
 @option_airflow_constraints_reference_build
 @option_answer
 @option_build_progress
-@option_build_timeout_minutes
 @option_builder
 @option_commit_sha
 @option_debian_version
@@ -344,7 +318,6 @@ def build(
     airflow_constraints_mode: str,
     airflow_constraints_reference: str,
     build_progress: str,
-    build_timeout_minutes: int | None,
     builder: str,
     commit_sha: str | None,
     debian_version: str,
@@ -385,26 +358,6 @@ def run_build(ci_image_params: BuildCiParams) -> None:
             get_console().print(f"[error]Error when building image! {info}")
             sys.exit(return_code)
 
-    if build_timeout_minutes:
-        pid = os.fork()
-        if pid:
-            # Parent process - send signal to process group of the child process
-            handler: Callable[..., tuple[Any, Any]] = partial(build_timout_handler, pid)
-            # kill the child process group when we exit before - for example when we are Ctrl-C-ed
-            atexit.register(kill_process_group, pid)
-            signal.signal(signal.SIGALRM, handler)
-            signal.alarm(build_timeout_minutes * 60)
-            child_pid, status = os.waitpid(pid, 0)
-            exit_code = get_exitcode(status)
-            if exit_code:
-                get_console().print(f"[error]Exiting with exit code {exit_code}")
-            else:
-                get_console().print(f"[success]Exiting with exit code {exit_code}")
-            sys.exit(exit_code)
-        else:
-            # turn us into a process group leader
-            os.setpgid(0, 0)
-
     perform_environment_checks()
     check_remote_ghcr_io_commands()
     fix_group_permissions()
diff --git a/dev/breeze/src/airflow_breeze/commands/ci_image_commands_config.py b/dev/breeze/src/airflow_breeze/commands/ci_image_commands_config.py
index 916ddfa7bf247..16c4755d508f1 100644
--- a/dev/breeze/src/airflow_breeze/commands/ci_image_commands_config.py
+++ b/dev/breeze/src/airflow_breeze/commands/ci_image_commands_config.py
@@ -64,7 +64,6 @@
                 "--python-image",
                 "--use-uv",
                 "--uv-http-timeout",
-                "--build-timeout-minutes",
             ],
         },
         {