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 2)

๐—ถ๐—ถ. ๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐—ฒ๐—ณ๐—ณ๐—ฒ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ๐—น๐˜† ๐—ถ๐—บ๐—ฝ๐—น๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—ฝ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—บ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—บ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐˜„๐—ถ๐˜๐—ต๐—ถ๐—ป ๐˜†๐—ผ๐˜‚๐—ฟ ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ฒ๐˜€?

๐Ÿญ. ๐—˜๐˜€๐˜๐—ฎ๐—ฏ๐—น๐—ถ๐˜€๐—ต ๐—ž๐—ฒ๐˜† ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—œ๐—ป๐—ฑ๐—ถ๐—ฐ๐—ฎ๐˜๐—ผ๐—ฟ๐˜€ (๐—ž๐—ฃ๐—œ๐˜€):
Define key metrics and performance indicators that align with your business goals and objectives. Thi…


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

๐—ถ๐—ถ. ๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐—ฒ๐—ณ๐—ณ๐—ฒ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ๐—น๐˜† ๐—ถ๐—บ๐—ฝ๐—น๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—ฝ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—บ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—บ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐˜„๐—ถ๐˜๐—ต๐—ถ๐—ป ๐˜†๐—ผ๐˜‚๐—ฟ ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ฒ๐˜€?

๐Ÿญ. ๐—˜๐˜€๐˜๐—ฎ๐—ฏ๐—น๐—ถ๐˜€๐—ต ๐—ž๐—ฒ๐˜† ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—œ๐—ป๐—ฑ๐—ถ๐—ฐ๐—ฎ๐˜๐—ผ๐—ฟ๐˜€ (๐—ž๐—ฃ๐—œ๐˜€):
Define key metrics and performance indicators that align with your business goals and objectives. This could include response times, error rates, throughput, and resource utilization.

๐Ÿฎ. ๐—œ๐—บ๐—ฝ๐—น๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—–๐—ผ๐—ป๐˜๐—ถ๐—ป๐˜‚๐—ผ๐˜‚๐˜€ ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ๐—ถ๐—ป๐—ด:
Utilize monitoring tools to continuously track the performance of your applications, infrastructure, and deployments. This can include tools like Prometheus, Grafana, Datadog, or New Relic.

๐Ÿฏ. ๐—”๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฒ ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ง๐—ฒ๐˜€๐˜๐—ถ๐—ป๐—ด:
Integrate performance testing into your CI/CD pipelines to automate the process of evaluating how changes impact performance. Tools like JMeter, Gatling, or Locust can be used for load testing.

๐Ÿฐ. ๐—–๐—ฎ๐—ฝ๐—ฎ๐—ฐ๐—ถ๐˜๐˜† ๐—ฃ๐—น๐—ฎ๐—ป๐—ป๐—ถ๐—ป๐—ด:
Forecast future capacity requirements based on historical performance data. Use this information to scale resources proactively to meet demand.

๐Ÿฑ. ๐—”๐—น๐—ฒ๐—ฟ๐˜๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ก๐—ผ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€:
Set up alerts based on predefined thresholds for performance metrics. Ensure that relevant stakeholders are notified in real-time when performance issues arise.

๐Ÿฒ. ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜‡๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—ข๐—ฝ๐˜๐—ถ๐—บ๐—ถ๐˜‡๐—ฒ:
Regularly analyze performance data to identify bottlenecks, inefficiencies, and opportunities for optimization. Use this information to drive continuous improvement.

๐Ÿณ. ๐—ง๐—ฟ๐—ฎ๐—ฐ๐—ธ ๐—ง๐—ฟ๐—ฒ๐—ป๐—ฑ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ฃ๐—ฎ๐˜๐˜๐—ฒ๐—ฟ๐—ป๐˜€:
Monitor performance trends over time to identify patterns and anticipate potential issues before they impact users or operations.

๐Ÿด. ๐—–๐—ฟ๐—ผ๐˜€๐˜€-๐—™๐˜‚๐—ป๐—ฐ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—–๐—ผ๐—น๐—น๐—ฎ๐—ฏ๐—ผ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป:
Foster collaboration between development, operations, and QA teams to collectively address performance issues and drive improvements throughout the software development lifecycle.

๐Ÿต. ๐—™๐—ฒ๐—ฒ๐—ฑ๐—ฏ๐—ฎ๐—ฐ๐—ธ ๐—Ÿ๐—ผ๐—ผ๐—ฝ:
Use performance data and insights to provide feedback to development teams for optimizing code, architecture, and infrastructure to enhance overall system performance.

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)


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


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APA

Haytham Mostafa | Sciencx (2025-02-04T22:31:08+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 2). 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-2/

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 2)." 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-2/
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 2)., 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-2/>
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 2). [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-2/
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 2)." 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-2/
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 2)." 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-2/. [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 2) | 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-2/ |

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