Jellyfish

What do you like best about the product?

Jellyfish provides detailed report on our AI usage

What do you dislike about the product?

Jellyfish report. has data discrepancy issues

What problems is the product solving and how is that benefiting you?

Jellyfish provides report of my teams AI usage

What do you like best about the product?

Jellyfish gives great transparency into engineering work and helps align development efforts with business priorities.

What do you dislike about the product?

From a developer’s point of view, it sometimes feels more management-focused than developer-friendly. The data sync and setup can be slow, and some metrics don’t fully reflect the technical complexity of the work. The UI can also feel a bit heavy when navigating larger projects.

What problems is the product solving and how is that benefiting you?

Jellyfish helps connect our development work with business goals. It gives clear visibility into how time is spent, helps spot bottlenecks, and makes planning and prioritization easier.

What do you like best about the product?

I appreciate that Jellyfish provides a comprehensive overview of the company’s work, organized by epics, work items, and team members.

What do you dislike about the product?

It would be beneficial if Jellyfish could incorporate Jira’s time reporting and estimation fields to enable better tracking of work item progress.

What problems is the product solving and how is that benefiting you?

Jellyfish enables us to access analytics on our work processes and work item progress without the need to develop a custom solution using scripts or API integrations.

What do you like best about the product?

Jellyfish allows me to look at the work that my team is doing and identify opportunities for improvement, bottlenecks, and inefficiencies. I use Jellyfish daily, it's part of my morning routine. I also use it during sprint retros to show the team how they're doing on their sprint commitments, etc. At first it was a little daunting to use, but the Jellyfish Academy really helped and now it's become a lot easier to use.
We have a slack channel set up with Jellyfish support and we have questions answered very quickly when they arise. It's been a really good experience.

What do you dislike about the product?

The only thing I don't like is the additional clicks it takes to open things from Jellyfish into Jira. I wish I didn't have to open an additional screen in order to see the "open in jira" button.

What problems is the product solving and how is that benefiting you?

Jellyfish helps me identify how the team is being efficient, and where they're not being efficient. I can also use it to look at my individual contributor's progress and where they might be struggling. I love the ability to check out my team's collaboration with each other.

What do you like best about the product?

It provides aggregated views of various metrics, such as productivity, speed, etc., which are helpful to objectively see the ongoing progress/improvements.

What do you dislike about the product?

It incentivizes commits and comments on PRs, knowing which, developers can leave very basic review comments (nitpicks) and their metrics would boost. Also, knowing that Jellyfish tracks commits per day as a metric, it can lead to developers making a habit of committing after every small code change, potentially after every line change.
Jellyfish needs to be smart to identify these and discard (or not incentivize) such patterns.

What problems is the product solving and how is that benefiting you?

It provides objective view of various metrics around developers, which can assist in viewing their performance through same lens.