Jellyfish
JellyfishReviews from AWS customer
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Understand the speed of development and AI-copilot adoption
What do you like best about the product?
The AI-Copilot analytics offer a powerful new lens into how generative AI is impacting development velocity. I appreciate how Jellyfish automatically attributes code contributions to AI-assisted work, allowing us to track adoption, usage trends, and productivity deltas over time. This is especially valuable for understanding how engineers are leveraging tools like GitHub Copilot and aligning that with velocity and cycle time.
What do you dislike about the product?
Would love to see Jellyfish go one step further and suggest actions to improve adoption or speed—e.g., identify low-adoption teams, flag where Copilot usage is correlated with higher velocity, and recommend enablement strategies based on that insight.
What problems is the product solving and how is that benefiting you?
Engineering and Developer Experience analytics
Provides needed visibility on our direction!
What do you like best about the product?
Jellyfish allows me to easily see where our engineering teams are focusing their time, which allows us to capacity plan and understand how to allocate our resources. This also lets us see if there are any surprising ways we are spending our time. It is easy to set up the allocation rules. In addition, I've recently started using the metrics and goals to be able to understand trends within our organization.
I've always received timely responses from their support teams and am also starting to use their community, Bloom, to undertand best practices on using the platform.
I definitely want to explore using more of their tools, like scenario planning, to understand the health of our work.
I've always received timely responses from their support teams and am also starting to use their community, Bloom, to undertand best practices on using the platform.
I definitely want to explore using more of their tools, like scenario planning, to understand the health of our work.
What do you dislike about the product?
A small thing - their DevOps metrics currently live in a different page than the rest of the metrics, which can be a bit confusing.
What problems is the product solving and how is that benefiting you?
Seeing all data in one place, understanding allocations, automatically calculating metrics
A huge fan of JellyFish
What do you like best about the product?
The visibility into project statuses and staff engagement/focus is a game changer. Driving some solid SCM and Jira hygiene to yield nearly fully automated DevFinOps CapEx reporting is a big time saver. The product team engages very well on feedback and opportunities to improve the product. I'd highly recommend.
What do you dislike about the product?
While JellyFish is doing great updating and adding some of the core features, sometimes the small stuff seems delayed which would help the usability. This is minor in comparison to the overall value JellyFish provides.
What problems is the product solving and how is that benefiting you?
DevFinOps and project allocation automation is great.
Jellyfish ROCKS
What do you like best about the product?
Jellyfish has saved me SO MUCH TIME. I used to gather everything from Jira. That included writing complex queries, exporting to excel, and then massaging that data to create the visuals I needed. I'm not great a writing jqueries, so it took way longer than it should have. Jellyfish literally does all of that and spits it out in beautiful visuals.
Update: I still love Jellyfish! They've done some great UI updates recently that really make it easy to use. Can't wait to see what else they give us in the coming months!
Update: I still love Jellyfish! They've done some great UI updates recently that really make it easy to use. Can't wait to see what else they give us in the coming months!
What do you dislike about the product?
I would love to see average velocity calculated. Jira doesn't do that any longer, so having an automated widget to view that would be great.
What problems is the product solving and how is that benefiting you?
We can see where we're at on any given deliverable. We can also really dig into team performance and fine-tune whatever is needed. We're also using it to help with CapEx calculation and Developer engagement, which has been hugely helpful.
All for Engineering
What do you like best about the product?
The dashboard provides a comprehensive summary of teams and individuals in a single view, enabling seamless navigation to detailed information for each item. Additionally, Jellyfish offers key performance metrics, such as Sprint Predictability and Cycle Time, which support Scrum Masters in collaborating with teams to optimize story point allocation and enhance overall efficiency
What do you dislike about the product?
encountering a limitation in exporting the user list. If the system only allows copying to the clipboard, you may need to manually paste the data into a spreadsheet application such as Excel or Google Sheets and then save it in the desired format (CSV, XLS, etc.).
If the platform has settings or extensions that enable exporting, I recommend checking the documentation or reaching out to support for possible solutions. Alternatively, depending on the software, there may be third-party tools or scripts that automate the export process.
If the platform has settings or extensions that enable exporting, I recommend checking the documentation or reaching out to support for possible solutions. Alternatively, depending on the software, there may be third-party tools or scripts that automate the export process.
What problems is the product solving and how is that benefiting you?
One view with all the Sprint progress and allocation for each porject from Deliverable level.
Jellyfish gives metrics of Sprint Predictability and Cycle Time which help Scrum Master to work with team to improve the story proints.
Jellyfish gives metrics of Sprint Predictability and Cycle Time which help Scrum Master to work with team to improve the story proints.
Jellyfish is an awesome tool for getting insights into what your Engineers are actually doing.
What do you like best about the product?
Ease of use to drill in from the aggregate to the minute detail.
What do you dislike about the product?
Figuring out how to get adoption in a complex organization.
What problems is the product solving and how is that benefiting you?
Knowing if capacity is going to the intended investments.
Insight into how much unplanned work is occurring.
Understanding the actual cost of an initiative.
Insight into how much unplanned work is occurring.
Understanding the actual cost of an initiative.
Great visibility into engineering data
What do you like best about the product?
Jellyfish has enabled us to look at our engineering data meaningfully. This has allowed us to better manage our teams, share information across the organization, and showcase our work to our leadership team.
In addition, Jellyfish is open to our suggestions and has made product enhancements that help us even more!
In addition, Jellyfish is open to our suggestions and has made product enhancements that help us even more!
What do you dislike about the product?
There is so much information in Jellyfish, and I have hear feedback from my teams that it takes time to learn the 'clicks' to get to the information most important to each role. As folks use Jellyfish more, this is less of an issue.
What problems is the product solving and how is that benefiting you?
Jellyfish is providing a standard way to view team metrics, goals, and overall org investments.
Good for project projections
What do you like best about the product?
Scenario planner is a game changer, and I like the ability to star projects
What do you dislike about the product?
Can't always get all the details/data I would like. I also don't find the weekly email updates helpful.
What problems is the product solving and how is that benefiting you?
Jellyfish helps my team see the work remaining to deliver a feature, and the direct factors contributing to the estimated delivery date.
Rich data with easily understood visuals
What do you like best about the product?
It provides a very rich set of cues as to what is going well and what can be improved. It manages to convey this at a glance and provides a helpful tool to see what might be overlooked in the day-to-day and provide further insight into development processes.
Being able to see where work is being performed and how much has also helped with more realistic resource allocation. We may plan for a certain amount of time to be spent on bugs or specific projects, but seeing the actual spread helps with adjusting plans and expectations.
Being able to see where work is being performed and how much has also helped with more realistic resource allocation. We may plan for a certain amount of time to be spent on bugs or specific projects, but seeing the actual spread helps with adjusting plans and expectations.
What do you dislike about the product?
If there is any downside it is the wealth of different displays and information. If you are looking for specific information, it might be a little tricky to find the exact dashboard you want, but you quickly become accustomed to the UI.
What problems is the product solving and how is that benefiting you?
Finding areas to improve in the software development process
Using JF for about a year.
What do you like best about the product?
The data is rich and broad. Lots of insights possible. Love the recent addition of Copilot metrics. I use JF nearly daily (as A manager). My scrum master uses it weekly.
What do you dislike about the product?
Would love to easily augment a sprint with "sprint notes" to document context/circumstances around a given sprint. For example: I want to know that we had a server outage which prevented compiles for two days during this sprint therefore our velocity was impacted.
So, as a manager using jellyfish, I would like to create notes to myself for a given sprint to remind myself why certain expectations/metrics/cerimonies etc. were met/not met.
So, as a manager using jellyfish, I would like to create notes to myself for a given sprint to remind myself why certain expectations/metrics/cerimonies etc. were met/not met.
What problems is the product solving and how is that benefiting you?
After a year of use, identifying longer term patters it very helpful.
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