https://community.databricks.com/t5/mvp-articles/api-monitoring-of-scheduled-jobs-lakeflow-in-databricks/m-p/147670#M69 <P><SPAN>At Databricks, more and more teams are starting to use&nbsp;</SPAN><STRONG>Lakeflow</STRONG><SPAN>&nbsp;(Jobs &amp; Pipelines), and some companies use it primarily for orchestrating scripts in Databricks. It's a powerful tool for building dependencies, but as the number of jobs grows, problems arise due to the lack of convenient monitoring.</SPAN></P><P class="">When you open Jobs &amp; Pipelines, you see a list of jobs, but you don't see how they interact with each other or<SPAN>&nbsp;</SPAN><STRONG>how dense they are</STRONG>.</P><P class="">There are dozens of tasks, most of which are scheduled for around 8 a.m. The result is chaos that's hard to see but has a significant impact on the infrastructure. Sometimes you might run out of IP addresses in your subnet or the number of reserved resources. And sometimes you just want to choose a free window, but how? In this article, I'll offer my solution.</P><DIV><DIV class="">&nbsp;</DIV></DIV> Mon, 09 Feb 2026 11:11:49 GMT protmaks 2026-02-09T11:11:49Z https://community.databricks.com/t5/mvp-articles/api-monitoring-of-scheduled-jobs-lakeflow-in-databricks/m-p/147670#M69 <P><SPAN>At Databricks, more and more teams are starting to use&nbsp;</SPAN><STRONG>Lakeflow</STRONG><SPAN>&nbsp;(Jobs &amp; Pipelines), and some companies use it primarily for orchestrating scripts in Databricks. It's a powerful tool for building dependencies, but as the number of jobs grows, problems arise due to the lack of convenient monitoring.</SPAN></P><P class="">When you open Jobs &amp; Pipelines, you see a list of jobs, but you don't see how they interact with each other or<SPAN>&nbsp;</SPAN><STRONG>how dense they are</STRONG>.</P><P class="">There are dozens of tasks, most of which are scheduled for around 8 a.m. The result is chaos that's hard to see but has a significant impact on the infrastructure. Sometimes you might run out of IP addresses in your subnet or the number of reserved resources. And sometimes you just want to choose a free window, but how? In this article, I'll offer my solution.</P><DIV><DIV class="">&nbsp;</DIV></DIV> Mon, 09 Feb 2026 11:11:49 GMT https://community.databricks.com/t5/mvp-articles/api-monitoring-of-scheduled-jobs-lakeflow-in-databricks/m-p/147670#M69 protmaks 2026-02-09T11:11:49Z https://community.databricks.com/t5/mvp-articles/api-monitoring-of-scheduled-jobs-lakeflow-in-databricks/m-p/147672#M70 <P>full text:&nbsp;<A href="https://medium.com/@protmaks/api-monitoring-of-scheduled-jobs-33a221d9f891" target="_blank">https://medium.com/@protmaks/api-monitoring-of-scheduled-jobs-33a221d9f891</A></P> Mon, 09 Feb 2026 11:12:35 GMT https://community.databricks.com/t5/mvp-articles/api-monitoring-of-scheduled-jobs-lakeflow-in-databricks/m-p/147672#M70 protmaks 2026-02-09T11:12:35Z