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Reliable for deployments but it has a learning curve
What do you like best about the product?
I love how JFrog keeps software versions consistent across multiple machines, which is crucial for my work. It helps reduce errors during installs and upgrades, saving me a lot of time. Additionally, the fact that JFrog works very well with automation allows me to automate processes and focus on other tasks simultaneously.
What do you dislike about the product?
To be honest it is not beginner friendly. I think you must provide free training for the beginners. Lol it was not easy but through research and help from my team I managed.
What problems is the product solving and how is that benefiting you?
I use JFrog to keep software versions consistent across machines, reducing errors during installs and upgrades. It saves me a lot of time by automating tasks, allowing me to focus on other things.
Powerful Central Artifact Repository, but Feels Heavy for Simple Hosting Needs
What do you like best about the product?
I think it provides a bery good central repository to store libraries and artifacts, that can be shared across the organization
What do you dislike about the product?
Nothing specific. But It can feel heavy and “enterprise”y. Artifactory is powerful, but that usually comes with more operational complexity, more knobs, and more moving pieces than teams actually need if all they want is “host Maven/npm/Docker reliably.”
What problems is the product solving and how is that benefiting you?
It also has good enterprise plumbing. The repository model of local, remote, and virtual repos is useful in practice, and replication support helps when you need caching, regional distribution, or controlled synchronization across sites.
A comprehensive solution for package management and software security
What do you like best about the product?
I love JFrog's support for all types of packages, as it acts like a 'joker' and supports more than 30 types of technologies in one place. I am impressed by the proactive security provided by JFrog Xray, which automatically and continuously scans for vulnerabilities, alerting us immediately if a new vulnerability appears. I also appreciate the version and metadata management, where JFrog maintains a complete identity for each file, greatly facilitating error tracking. Additionally, I like the lifecycle automation tool that ensures what has been tested is what will be deployed to the public, along with the very seamless cloud setup that eliminates concerns about infrastructure, and the interface that helps in quickly creating the first repository.
What do you dislike about the product?
The learning curve due to the vastness of the platform and its numerous features causes new users to struggle initially. The problem: The user interface (UI) is filled with complex options and settings.
What problems is the product solving and how is that benefiting you?
I use JFrog to accelerate downloads and support continuity by storing libraries locally and enhancing security by scanning for vulnerabilities and licenses. JFrog helps reduce technical debt with a unified interface and increases confidence with version tracking and automation capabilities.
Efficient Monitoring with Seamless Cloud Integrations
What do you like best about the product?
I use JFrog for learning more about the services and product offered, as well as Cloud deployments with features like end-to-end visibility. I like the features, especially the ones doing the heavy lifting of the work, including monitoring and flows. Also, I like the integrations available like ServiceNow and Sonar for code quality. The initial setup of JFrog was quite easy.
What do you dislike about the product?
I would like to see more integrations where things can be out of the box
What problems is the product solving and how is that benefiting you?
JFrog helps with monitoring and logging, offering features that do the heavy lifting and provide integrations like ServiceNow and Sonar for code quality.
Centralized Management with User-Friendly Interface
What do you like best about the product?
I really like how easy to use JFrog is and its user-friendly UI. It helps me navigate dependencies easily and search for required repositories under the central and virtual repo. The setup process was also straightforward, taking just a day to complete.
What do you dislike about the product?
API key expiring and rotating every 30 days
What problems is the product solving and how is that benefiting you?
I use JFrog for managing builds and artifacts, and it solves having a central repository across the organization. The easy-to-use UI helps me navigate dependencies and search for required repositories efficiently.
Ultimate Safety Net for Large Teams
What do you like best about the product?
I primarily use JFrog Artifactory as a centralized repository manager to handle the lifecycle of my software packages, and it effectively eliminates the friction that slows down a high-stakes development cycle. I love how it serves as the ultimate safety net and speed booster for our entire software supply chain. Thinking of JFrog as a 'safety net' and 'speed booster' isn't just marketing—it literally describes the difference between a smooth release and a weekend spent fixing a broken production environment. It's particularly beneficial when juggling the responsibilities of a Senior Full Stack Developer in a fast-paced environment. JFrog acts as the 'connective tissue' that links my code to my infrastructure, and its key integrations keep my workflow moving smoothly.
What do you dislike about the product?
While I’m a big advocate for JFrog, being a Senior Java Full Stack Developer means I also have to deal with its 'rougher' edges. No tool is perfect, especially one that tries to do as much as the JFrog platform. Based on my experience as a Senior Java Full Stack Developer, there are several technical and workflow-specific areas where I’d like to see JFrog push further. While it’s the backbone of our supply chain here in Seattle, these improvements would significantly reduce the daily 'to-do' list for a senior dev.
What problems is the product solving and how is that benefiting you?
I use JFrog Artifactory as a centralized repository manager, eliminating friction in development cycles and acting as a safety net and speed booster for our software supply chain.
JFrog Xray Stands Out Among DevOps Tools
What do you like best about the product?
JFrog Xray have not seen that in actio i nother dev ops softwares
What do you dislike about the product?
not a lot of people know about it, it should have more reach
What problems is the product solving and how is that benefiting you?
stream line ci/cd deployment and artifact management
User-Friendly with Seamless CI/CD Integration
What do you like best about the product?
I like JFrog because it is very user-friendly and easy to use. I can integrate it with CI/CD, which is super useful, and the initial setup was quite easy. Although it requires understanding the process at the beginning, everything is all good now. My team switched from AWS for something that feels more like an upgrade, easier to use, and aesthetically pleasing.
What do you dislike about the product?
Maybe the setup could be a bit easier. Just a lot of going back and forth and can be a bit exhaustive.
What problems is the product solving and how is that benefiting you?
I use JFrog for addressing security problems. It's user-friendly and easy to use, and integrates with CI/CD which is super useful.
JFrog Streamlines Artifact Management and CI/CD Integration
What do you like best about the product?
Building on our existing use of JFrog for artifact management and CI/CD, several newer capabilities stand out:
AI Model Governance is a big one. JFrog AI Catalog lets teams identify and access AI models approved for use within their org, with governance controls over AI added to applications JFrog — essential as AI adoption accelerates across teams.
Shadow AI Detection adds visibility we didn't have before. It gives enterprises control over unmanaged AI models and API usage, guarding against security and compliance risks from uncontrolled AI adoption. JFrog
Auto-remediation is a real time-saver. JFrog can now automatically replace risky packages with approved compliant versions JFrog, reducing manual triage significantly.
Proven ROI makes the investment easy to justify. A Forrester study found the platform delivered 282% ROI and saved 38 hours per developer on onboarding.
AI Model Governance is a big one. JFrog AI Catalog lets teams identify and access AI models approved for use within their org, with governance controls over AI added to applications JFrog — essential as AI adoption accelerates across teams.
Shadow AI Detection adds visibility we didn't have before. It gives enterprises control over unmanaged AI models and API usage, guarding against security and compliance risks from uncontrolled AI adoption. JFrog
Auto-remediation is a real time-saver. JFrog can now automatically replace risky packages with approved compliant versions JFrog, reducing manual triage significantly.
Proven ROI makes the investment easy to justify. A Forrester study found the platform delivered 282% ROI and saved 38 hours per developer on onboarding.
What do you dislike about the product?
Beyond the earlier feedback on complexity and pricing, a few additional areas stand out:
UI Cohesion — As JFrog adds products like AppTrust, AI Catalog, and Advanced Security, the experience between modules still feels disjointed. A more unified interface would help daily usability.
Pricing Transparency — It's not always clear which newer features are included in existing plans versus requiring upgrades, making budgeting harder for smaller teams.
Documentation for Advanced Use Cases — Complex setups like multi-repo configurations or custom SBOM workflows often require piecing together answers from community forums rather than official docs.
Uptrust Timeline — JFrog's supply chain trust product isn't expected until September 2026 Investing.com, leaving a gap for teams who need those capabilities now.
UI Cohesion — As JFrog adds products like AppTrust, AI Catalog, and Advanced Security, the experience between modules still feels disjointed. A more unified interface would help daily usability.
Pricing Transparency — It's not always clear which newer features are included in existing plans versus requiring upgrades, making budgeting harder for smaller teams.
Documentation for Advanced Use Cases — Complex setups like multi-repo configurations or custom SBOM workflows often require piecing together answers from community forums rather than official docs.
Uptrust Timeline — JFrog's supply chain trust product isn't expected until September 2026 Investing.com, leaving a gap for teams who need those capabilities now.
What problems is the product solving and how is that benefiting you?
JFrog solves the challenge of managing and distributing software artifacts by providing a centralized repository. It helps track versions, manage dependencies, and integrate with CI/CD pipelines, which improves collaboration and speeds up the software delivery process.
Streamlined Dependency Management with Robust Features
What do you like best about the product?
I use JFrog mainly as an artifactory for Docker images and npm packages. I love its universal package management, and my favorite feature is virtual repositories, which provide my team with a single URL for all our dependencies. I really appreciate how well JFrog integrates with the rest of our 2026 stack, especially GitHub Copilot. JFrog's curation is excellent for blocking malicious zero-day packages before they can even hit our local cache. Using the JFrog app for GitHub, I can link my source code directly to the final binary, making traceability automatic. The 2026 stack integration allows me to see security alerts directly in my IDE, so I don't have to switch to a dashboard. Lastly, the technical setup through Docker was a breeze.
What do you dislike about the product?
I dislike the false positives and high entry fee. The configuration setup was a bit of a maze.
What problems is the product solving and how is that benefiting you?
I use JFrog to prevent outages by caching dependencies and solving 'worked on my machine' issues with binary linking to commits. It integrates well with my stack, blocks malicious packages, and streamlines dependency management with virtual repositories.
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