Jellyfish
JellyfishReviews from AWS customer
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Powerful tool that allows you to make decisions based on data.
What do you like best about the product?
Personally, I like to make decisions based on data rather that a "feeling". This tool helps me dig into the data to really see what is happening and then make better decisions.
In this modern age and scale of my organization it is essential that you have the right tooling in place
Super easy to use
In this modern age and scale of my organization it is essential that you have the right tooling in place
Super easy to use
What do you dislike about the product?
I would like to be able to build more custom metrics.
It not a dislike, but i find that it is essential that you understand the principles of engineering best practice before using the data. The data in the wrong hands could cause issues. Take it with a pinch of salt.
It not a dislike, but i find that it is essential that you understand the principles of engineering best practice before using the data. The data in the wrong hands could cause issues. Take it with a pinch of salt.
What problems is the product solving and how is that benefiting you?
Data based decisions
Engineering Efficiencies
Product Portfolio
Engineering Efficiencies
Product Portfolio
Bringing Clarity and Strategy to QA with Jellyfish
What do you like best about the product?
What I like most about Jellyfish is how it gives real visibility into where our engineering time is going. It helps me make smarter QA decisions, spot trends in bugs or test gaps, and better plan our testing efforts. The dashboards are super helpful for retros and keeping the team aligned. It also makes it easier to show how QA is supporting bigger business goals. Overall, it helps QA feel like a more connected and strategic part of the team.
What do you dislike about the product?
What I don’t like about Jellyfish is that it can feel a bit too high-level for day-to-day QA work. It’s clearly built with engineering leadership in mind, so finding the specific QA insights I need sometimes takes a bit of digging and customization.
What problems is the product solving and how is that benefiting you?
Jellyfish gives visibility into where engineering effort is spent, helping align QA work with business goals. It helps us plan better, spot issues early, and show the impact of QA more clearly.
Powerfull tool, but needs deeper understanding
What do you like best about the product?
Once configurated it gives a great overview about timelines and workload for the teams
What do you dislike about the product?
The configuration is not that easy and does not adapt fully to our internal team structure, e.g. team overlapping work.
What problems is the product solving and how is that benefiting you?
Calculating ETAs when working with various amounts of developers.
Essential tool for data-driven engineering decision making
What do you like best about the product?
Simplified setup: Implementation was surprisingly straightforward and quick
Exceptional technical support: The accompaniment from Jellyfish's technical services team has been excellent throughout the entire process
Advanced functionality: Particularly noteworthy is the new functionality to measure GitHub Copilot adoption and impact, which is proving crucial for our AI adoption plan
Actionable insights: The data allows us to identify specific improvement opportunities and measure the impact of implemented changes
Exceptional technical support: The accompaniment from Jellyfish's technical services team has been excellent throughout the entire process
Advanced functionality: Particularly noteworthy is the new functionality to measure GitHub Copilot adoption and impact, which is proving crucial for our AI adoption plan
Actionable insights: The data allows us to identify specific improvement opportunities and measure the impact of implemented changes
What do you dislike about the product?
While Jellyfish provides excellent out-of-the-box dashboards and analytics, I would appreciate more flexibility to create custom operational reports on my own. Currently, most reporting customization requires going through their support team or using their standard templates. Having a more robust self-service report builder or additional customization options for operational metrics would make the platform even more powerful for organizations with specific reporting needs.
What problems is the product solving and how is that benefiting you?
Jellyfish has provided us with the deep visibility we needed into our development teams. Before implementing the tool, we were making organizational and process decisions based on subjective perceptions. Now we have objective metrics and real data to map engineering behaviors across our entire organization.
Tool provides valuable insight into our engineering performance
What do you like best about the product?
It is great working with the Jellyfish team. They are quick to respond to questions and provide one on one help when needed. They have many new features coming in that we are very excited to implement and start using. Our squads rely on these metrics to provide insight into what is and isn't working well.
What do you dislike about the product?
It takes a little bit to figure out where to find certain information. But it is all good once you do understand where the different metrics are located.
What problems is the product solving and how is that benefiting you?
Provides information on where we are spending resources. Helps in the planning and accounting processes.
How Jellyfish Helped Me Improve as an Engineer
What do you like best about the product?
Jellyfish has truly changed the way I look at engineering performance. As the leading Engineering Management Platform, it brings together signals from Git, Jira, and other tools to provide a comprehensive view of how our engineering teams operate. What I personally love about Jellyfish is the visibility it gives — I can quickly assess not just my own performance, but also see how my teammates are doing. This fosters healthy competition and motivates me to continuously improve.
The ability to align engineering work with broader business goals makes it more than just a metrics dashboard — it’s a strategic tool. From tracking delivery timelines to understanding where effort is being spent, Jellyfish helps ensure we're building the right things, efficiently and on time.
The ability to align engineering work with broader business goals makes it more than just a metrics dashboard — it’s a strategic tool. From tracking delivery timelines to understanding where effort is being spent, Jellyfish helps ensure we're building the right things, efficiently and on time.
What do you dislike about the product?
I wish there was a comparison view between 2 employees or teams. Even a simple comment for PRs like LGTM is considered a comment.
What problems is the product solving and how is that benefiting you?
For me personally, it helps track both individual and team performance at a glance, which not only encourages healthy competition but also gives clear insight into where I can improve. It eliminates the guesswork in planning and performance reviews, and helps us focus on what truly matters. With this clarity, I can make better decisions, stay aligned with priorities, and push toward meaningful outcomes.
Game Changer for Time Tracking
What do you like best about the product?
As a member of the Accounting team, Jellyfish has made time tracking for capitalization of software development costs significantly easier and helped save us a lot of time to accumulate time spent on capitalizable work. We have also been able to customize the reporting to pull in relevant information.
What do you dislike about the product?
We have had some delays on receiving responses from customer support which has made modifications needed on reporting take longer.
What problems is the product solving and how is that benefiting you?
Simplifying capitalization of developers times for accounting
Insightful for Teams
What do you like best about the product?
Insight for teams about performance and areas of improvement.
What do you dislike about the product?
Individual metrics/feedback is a bit jarring and doesn't capture all possible work
What problems is the product solving and how is that benefiting you?
It helps me quantify my personal work and the work of my team to identify how we can improve based on metrics our company has defined.
Great insights into how your Engineering department and teams are doing!
What do you like best about the product?
The UI is very intuitive, easy to set up and the features are very comprehensive.
What do you dislike about the product?
It would be nice to have the ability to attribute certain events that can be added to a team's delivery page that have impacted delivery to build up notes over a quarter to create a narrative that's accessible in the tool.
What problems is the product solving and how is that benefiting you?
Giving me clear insights into how our Engineering department or a given team is doing and where our bottlenecks are. It's really useful to kickstart discussions based on what the data is showing us in Jellyfish.
Amazing insight into my team and project
What do you like best about the product?
I get data that I can't get otherwise and it's all in one location.
What do you dislike about the product?
I use various charts for my teams sprint review and some things would convey more meaning if there was a 2 week option instead of weekly and monthly.
What problems is the product solving and how is that benefiting you?
Insight into my team, especially around predictability
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