๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3)

๐—ถ๐—ถ๐—ถ. ๐—›๐—ผ๐˜„ ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ๐˜€๐—ฒ ๐˜๐—ผ๐—ผ๐—น๐˜€ ๐—ถ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ฒ ๐˜„๐—ถ๐˜๐—ต ๐—–๐—œ/๐—–๐—— ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ๐˜€?

๐Ÿญ. ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฒ๐˜๐—ต๐—ฒ๐˜‚๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—š๐—ฟ๐—ฎ๐—ณ๐—ฎ๐—ป๐—ฎ:
Prometheus can be integrated into CI/CD pipelines by setting up exporters to collect metrics from various services and applications. Grafana dashboards can be configure…


This content originally appeared on DEV Community and was authored by Haytham Mostafa

๐—ถ๐—ถ๐—ถ. ๐—›๐—ผ๐˜„ ๐—ฑ๐—ผ ๐˜๐—ต๐—ฒ๐˜€๐—ฒ ๐˜๐—ผ๐—ผ๐—น๐˜€ ๐—ถ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ฒ ๐˜„๐—ถ๐˜๐—ต ๐—–๐—œ/๐—–๐—— ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ๐˜€?

๐Ÿญ. ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฒ๐˜๐—ต๐—ฒ๐˜‚๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—š๐—ฟ๐—ฎ๐—ณ๐—ฎ๐—ป๐—ฎ:
Prometheus can be integrated into CI/CD pipelines by setting up exporters to collect metrics from various services and applications. Grafana dashboards can be configured to visualize these metrics. Alerts can be set up in Prometheus to trigger notifications based on defined thresholds, which can be integrated with CI/CD tools like Jenkins to halt deployments in case of performance issues.

๐Ÿฎ. ๐—ก๐—ฒ๐˜„ ๐—ฅ๐—ฒ๐—น๐—ถ๐—ฐ ๐—ฎ๐—ป๐—ฑ ๐——๐—ฎ๐˜๐—ฎ๐—ฑ๐—ผ๐—ด:
New Relic and Datadog provide APIs that can be used to extract performance data and integrate it with CI/CD pipelines. For example, you can set up scripts or plugins to pull performance metrics and trigger actions based on predefined conditions during the CI/CD process.

๐Ÿฏ. ๐—”๐—ฝ๐—ฝ๐——๐˜†๐—ป๐—ฎ๐—บ๐—ถ๐—ฐ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐——๐˜†๐—ป๐—ฎ๐˜๐—ฟ๐—ฎ๐—ฐ๐—ฒ:
These tools offer integrations with CI/CD platforms like Jenkins, TeamCity, and Bamboo through plugins and APIs. Performance metrics can be collected during the build and deployment process, and automated actions can be triggered based on performance thresholds.

๐Ÿฐ. ๐—ฆ๐—ฝ๐—น๐˜‚๐—ป๐—ธ:
Splunk can be integrated with CI/CD pipelines using its REST API to collect and analyze performance data. Custom scripts or plugins can be developed to trigger actions in the CI/CD pipeline based on Splunk alerts or analytics.

๐Ÿฑ. ๐—œ๐—ฐ๐—ถ๐—ป๐—ด๐—ฎ ๐—ฎ๐—ป๐—ฑ ๐—ก๐—ฎ๐—ด๐—ถ๐—ผ๐˜€:
Icinga and Nagios can be integrated with CI/CD pipelines using plugins and extensions. They can trigger alerts and actions during the pipeline based on predefined performance thresholds and monitoring results.

๐Ÿฒ. ๐—˜๐—Ÿ๐—ž ๐—ฆ๐˜๐—ฎ๐—ฐ๐—ธ:
The ELK Stack can be integrated into CI/CD pipelines by setting up log collection and analysis during the build and deployment processes. Custom scripts or plugins can be used to trigger actions based on log data and performance metrics.


This content originally appeared on DEV Community and was authored by Haytham Mostafa


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APA

Haytham Mostafa | Sciencx (2025-02-04T22:34:19+00:00) ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3). Retrieved from https://www.scien.cx/2025/02/04/%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%83%f0%9d%97%a2%f0%9d%97%bd%f0%9d%98%80-%f0%9d%97%a7%f0%9d%97%b6%f0%9d%97%bd-%f0%9d%97%a0%f0%9d%97%bc%f0%9d%97%bb%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%97%bf/

MLA
" » ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3)." Haytham Mostafa | Sciencx - Tuesday February 4, 2025, https://www.scien.cx/2025/02/04/%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%83%f0%9d%97%a2%f0%9d%97%bd%f0%9d%98%80-%f0%9d%97%a7%f0%9d%97%b6%f0%9d%97%bd-%f0%9d%97%a0%f0%9d%97%bc%f0%9d%97%bb%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%97%bf/
HARVARD
Haytham Mostafa | Sciencx Tuesday February 4, 2025 » ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3)., viewed ,<https://www.scien.cx/2025/02/04/%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%83%f0%9d%97%a2%f0%9d%97%bd%f0%9d%98%80-%f0%9d%97%a7%f0%9d%97%b6%f0%9d%97%bd-%f0%9d%97%a0%f0%9d%97%bc%f0%9d%97%bb%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%97%bf/>
VANCOUVER
Haytham Mostafa | Sciencx - » ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3). [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/02/04/%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%83%f0%9d%97%a2%f0%9d%97%bd%f0%9d%98%80-%f0%9d%97%a7%f0%9d%97%b6%f0%9d%97%bd-%f0%9d%97%a0%f0%9d%97%bc%f0%9d%97%bb%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%97%bf/
CHICAGO
" » ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3)." Haytham Mostafa | Sciencx - Accessed . https://www.scien.cx/2025/02/04/%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%83%f0%9d%97%a2%f0%9d%97%bd%f0%9d%98%80-%f0%9d%97%a7%f0%9d%97%b6%f0%9d%97%bd-%f0%9d%97%a0%f0%9d%97%bc%f0%9d%97%bb%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%97%bf/
IEEE
" » ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3)." Haytham Mostafa | Sciencx [Online]. Available: https://www.scien.cx/2025/02/04/%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%83%f0%9d%97%a2%f0%9d%97%bd%f0%9d%98%80-%f0%9d%97%a7%f0%9d%97%b6%f0%9d%97%bd-%f0%9d%97%a0%f0%9d%97%bc%f0%9d%97%bb%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%97%bf/. [Accessed: ]
rf:citation
» ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ง๐—ถ๐—ฝ: ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ (Part 3) | Haytham Mostafa | Sciencx | https://www.scien.cx/2025/02/04/%f0%9d%97%97%f0%9d%97%b2%f0%9d%98%83%f0%9d%97%a2%f0%9d%97%bd%f0%9d%98%80-%f0%9d%97%a7%f0%9d%97%b6%f0%9d%97%bd-%f0%9d%97%a0%f0%9d%97%bc%f0%9d%97%bb%f0%9d%97%b6%f0%9d%98%81%f0%9d%97%bc%f0%9d%97%bf/ |

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