Do you collect operational analytics for your engineering team? Which tools do you use to do it?

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Chief Technology Officer in Transportation, 501 - 1,000 employees
Yes. Have evaluated - insightly, hatica & swarnima. Swarnima only supports github so it was ruled out. 

Between insightly and hatica, I found the product more suited than hatica, the probable reason being the experience and time insightly founder has spent in the industry.
Director of Engineering-Battery Technology in Hardware, 51 - 200 employees
We do collect for engineering team. We use balanced score card.
Chief Information Technology Officer in Finance (non-banking), 51 - 200 employees
Yes, we perform internal analysis of developer's throughput based on information extracted from GitHub, correlated with progress reports

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Limited environment/Infrastructure resources31%

Inability to quickly identify the root cause of CI/CD pipeline failures45%

Lack of standardized CI/CD pipeline templates across the organization53%

Integrating security tools - inefficient security implementation leading to false positives38%

Poor communication across business and product teams/coordination challenges26%

Cost/resource management26%

Implementation of CI/CD into on-going projects and workflows22%

Internal resistance: training issues, culture, etc.14%

Inefficient implementation of CI/CD due to lack of expertise, poor training, etc.19%

Poorly written unit and acceptance testing9%



We are not doing regression testing10%

25% manual, 75% automated50%

50% manual, 50% automated27%

100% manual, 0% automated8%

Don't know2%


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