Software Engineering Intelligence Platforms Reviews and Ratings

One of the best tool for analytics and data science for large organisation

Has a very strong Data Gathering capabilities, hence provides unique and necessary information required for Decision making

Swarmia is an excellent Engineering Metrics platform, easy to setup, customise and use!

With GitLab, every stage of the software development process can be managed on a single platform. It offers many important features such as hosting codes, performing version control, managing continuous integration and deployment CI/CD processes, and performing security scans.

DX is working with minimal operational work from our side. It provides insights that are useful for the whole Engineering organization, although we focus on VP/Director/Line Managers (and push towards Principal Engineers also using it for insights). We have been able to provide feedback and see it applied to the product, which is always evolving and becoming more useful. Another great highlight, especially for a tool that is survey-based, is how integrated it is with our Slack to ensure high response rates, while being able to avoid overwhelming people who are not available (vacations, maternity absences, etc...) just by using slack statuses.

Through the use of LinearB, we have been able to streamline our software development procedures. It helps us see how we spend our time during the development process, so we can concentrate on improving the areas that matter most. LinearB measures how well we adhere to our core values of iterative development and incremental value delivery across all of our teams and engineers.

FarosAI has been a game-changer in understanding bottlenecks and inefficiencies in our software delivery lifecycle across our globally distributed engineering org. Integration and implementation has been seamless and we were able to review DORA metrics, team delivery and velocity metrics within a week. As a centralized hub for tracking and analyzing engineering metrics, FarosAI has helped us align on common goals and foster more collaboration across our teams by sharing learnings, insights and best practices to optimize processes and drive business outcomes.

The willingness of the Digital.ai team to partner and deliver a solution that meets the needs of ours, even if that means over-delivering from their standard, support model

Using Hivel has been really easy. With a clean UI, useful engineering metrics, and quick support from the Hivel team, it has been a nice experience with the product and their team. We have been using Hivel to generate reports and derive insights for understanding and improving our engineering team's performance.

The jellyfish platform is great. It provides great metrics and visibility.

Code Climate is used to keep the quality of our projects, it's very good to see things like how many lines are covered by unit tests, how many issues we have or how many code duplications we have, theses things associated with a score like A, B, C, it's perfect to keep as our KPI to keep our product as good as possible.

Cast imaging provides detailed visualization of our product. This will give application architecture overview. provides how data flow, transaction flow happens in our application.

The support staff and community group members make using Haystack easy. The support staff take the time to explain and help customize quick links to allow a practical approach in your workflow.

GitView unclocks git data, and allows us to optimize our development process and simplifies our job. GitView helps us in showing the entire status of the work across the entire organization. This includes, code changes, pull requests, and reviews. It helps us in keeping track of developer's work and monitor progress towards goals.

According to our POC evaluations regarding IT productivity measurements, we decided Oobeya to be the tool that could best meet our expectations. Nearly 2000 developers work in our company, including external resources.Especially due to our open source preference for Devops tools, we are able to easily integrate a number of tools with Oobeya. From an organizational perspective, we can see the symptoms in every level. We can now clearly see the inefficient points including outsourced projects. This gave us serious input in the procurement process. We can also receive important feedback that puts managers at ease when they have difficulty mastering details at the code level.

It is one of the most advanced software performance monitoring platforms that gives complete visibility on development tracking, feature efficiency, insights and what are bottlenecks.

The software has been helpful in tracking team metrics related to the development cycle. Customer support has been helpful as well, they take the time to explain to us how the platform works, and when we have problems, they take the feedback and offer solutions.