# Data-driven CI pipeline monitoring with pytest

DevFeed: [Data-driven CI pipeline monitoring with pytest](<https://devfeed.tech/articles/data-driven-ci-pipeline-monitoring-with-pytest-18459.md>)

Original publisher: [Read original article](<https://www.tinybird.co/blog/data-driven-ci-pipeline-monitoring-with-pytest>)

Author: Juan Madurga

Published: 2023-07-07T00:00:00Z

Content type: tutorial

Language: en

Sources: [Tinybird](<https://devfeed.tech/sources/tinybird.md>)

Topics: [ci](<https://devfeed.tech/topics/ci.md>), [Pytest](<https://devfeed.tech/topics/pytest.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>)

Tags: [ci](<https://devfeed.tech/tags/ci.md>), [i-built-this](<https://devfeed.tech/tags/i-built-this.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [pipeline](<https://devfeed.tech/tags/pipeline.md>), [pytest](<https://devfeed.tech/tags/pytest.md>), [test](<https://devfeed.tech/tags/test.md>), [tests](<https://devfeed.tech/tags/tests.md>)

## AI overview

This article discusses using pytest to monitor CI pipelines with data and observability, helping detect failures that traditional tests may miss.

## Source excerpt

Data-driven CI pipeline monitoring with pytest catches failures traditional tests miss. Add observability to your test suite today.