JFrog Software Supply Chain Platform

What do you like best about the product?

I really like JFrog's centralized management of artifacts and dependencies, which simplifies managing and storing software artifacts and dependencies in our development and CI/CD workflow. I use Artifact to store, manage, and retrieve Maven artifacts and other build dependencies, and I find its broader artifact management capabilities beneficial.

What do you dislike about the product?

I think JFrog could improve its user interface and overall ease of navigation. Sometimes, the repository and artifact navigation feels a bit complex, especially when dealing with multiple repositories and projects.

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

I use JFrog to solve the problem of managing software dependencies and build artifacts in a centralized way.

What do you like best about the product?

A highly reliable and scalable enterprise artifact repository that excels in CI/CD integration, though some users find it expensive and its search functionality a bit clunky

What do you dislike about the product?

JFrog is often described as expensive, especially for small to mid-sized teams. Many essential features—such as advanced security scanning with Xray or high availability—are locked behind premium enterprise tiers, and the open-source version lacks core functionality.

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

Ultimately, JFrog solves the chaos of binary management. The overarching benefit is speed paired with security. It allows development teams to automate their pipelines, release software much faster, and sleep well knowing the software they are deploying is organized, traceable, and free of known vulnerabilities.

What do you like best about the product?

I find JFrog Artifactory absolutely reliable with its pristine uptime, which is crucial for maintaining our data pipelines. I love how it automates handoff security and ensures our environment remains consistent, removing the need for manual checks. The way it caches our external Python packages is a lifesaver, ensuring our scheduled data pipelines never fail due to public repo outages or deleted internet packages. It also automates compliance processes, so I don't have to manually verify if an open source data connector is secure or carries a risky license.

What do you dislike about the product?

The UI/UX of JFrog feels clunky and dated, with a highly enterprise-focused design. Setting up fine-grained access, repository chains, and retention policies requires specialized skills, which can be challenging.

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

JFrog eliminates pipeline failures from broken dependencies, guarantees environment consistency, and automates security compliance, without the need for manual checks.

What do you like best about the product?

I use JFrog as a universal repository manager and love the best feature: the universal package support. It solves the issue of running separate registries for each technology, supporting over 30 packages so each team can use the same platform. JFrog really ensures my deployments are fast, secure, and reproducible. The initial setup was very easy and quick.

What do you dislike about the product?

I have some concerns about JFrog's pricing. It's notoriously expensive, particularly for small-to-medium businesses, startups, or individual developers. The tier-based pricing structure often locks crucial features, like advanced security scanning, behind high-tier enterprise licenses. This makes alternatives like Nexus Repository Manager or cloud-native registries more financially appealing for smaller teams.

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

I use JFrog to store, manage, and secure binary packages, ensuring my deployments are fast and reproducible. It solves running separate registries by supporting over 30 packages on the same platform.

What do you like best about the product?

I appreciate JFrog for its reliability and security. It's a great platform for storing and managing my Docker images and machine learning artifacts. I really like that it's super easy to set up, regardless of tech level, which has made the transition for my team seamless. Switching from using different platforms for different tasks to a single platform like JFrog has simplified our workflow significantly.

What do you dislike about the product?

none

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

JFrog stores my Docker images and ML artifacts on one platform securely and reliably.

What do you like best about the product?

I like that JFrog is reliable and easy to integrate with our CI/CD pipelines. Having all our artifacts in one place, with good versioning and security scanning, makes deployments much easier to manage. JFrog gives us a centralized place to store and version artifacts, which makes deployment more consistent and reproducible. The strong security scanning with XRay and better centralized artifact management across our teams and CI/CD pipelines is also a big plus.

What do you dislike about the product?

I find the UI a bit complex for new users, and some configurations take time to understand. Better documentation and a simpler setup experience would make it easier to get started.

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

I use JFrog to store and build artifacts, ensuring consistent and reproducible deployments. It provides centralized management, versioning, and security scanning. We switched from AWS CodeArtifact for broader artifact support and stronger security with XRay.

What do you like best about the product?

JFrog Artifactory is a great tool for storing packages, keeping them organized by version, sharing them with others, and pulling them into code whenever I need them.

Artifactory’s versioning system is especially solid. I can retrieve any package the rest of my team develops at any time, and the process is straightforward. It works well across different languages, even though I mostly use it for Python packages, and it’s consistently fast and responsive.

I’ve also used JFrog Artifactory for Docker images, and it integrates smoothly with my Dockerfile.

What do you dislike about the product?

The search feature in the Dashboard is rarely useful. Even when I enter the full package name in the UI, it often doesn’t return the correct result. Sometimes I have to navigate into subfolders before the right package finally appears.

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

JFrog mostly addresses the universal binary repository manager use case: storing, tracking, securing, and distributing software packages, container images, and dependencies. It’s easy to install; in my case, I only needed an API key and URL to set it up locally, and that’s essentially the only onboarding a new developer has to do. Overall, it’s straightforward to use and comes with very little overhead.

What do you like best about the product?

JFrog centralizes artifact storage, versioning, security, and distribution, making builds faster, reliable, traceable, and easy to deploy across environments.

What do you dislike about the product?

JFrog can be costly and complex to manage, with a learning curve, storage overhead, and maintenance effort for smaller or simple projects.............

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

JFrog solves artifact management problems by securely storing, versioning, caching, and distributing builds and dependencies. It gives us faster, reliable, traceable, and consistent deployments.

What do you like best about the product?

I like using JFrog for our CI/CD pipelines because it's seamlessly embedded and makes our operations much easier by hooking in very easily. The universal package management is the best part because we make use of it for multiple things like Kubernetes, Helm charts, and Docker images. The integration of our local Nexus with JFrog is seamless. I particularly like the Artifactory Query Language (AQL) for managing artifacts at scale. It allows me to query artifacts using rich custom metadata, which is great for running automated cleanup scripts. It makes those complex filters trivial, like pruning feature branch builds while preserving compliance-tagged builds. JFrog also helps with automated storage and cost optimization, especially with high-frequency CI pipelines that generate thousands of transient document images and binaries, aiding in cost optimization with precise cleanup scripts and CI/CD pipeline automation using dependency resolution and cross-repo queries. The initial setup was pretty easy, even though we faced some latency issues with global developers, but overall, JFrog has been beneficial for our operations.

What do you dislike about the product?

We experienced latency issues for our remote developers in Europe, which were initially a challenge.

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

We use JFrog to seamlessly integrate into our CICD pipelines, making our operations easier. I find it supports universal package management, optimizes our storage costs, precisely targets cleanups, and automates pipelines using dependency resolution.

What do you like best about the product?

What I like most about JFrog is its strong focus on reliable software delivery and developer productivity. I especially like how JFrog connects artifact management, security, CI/CD, and DevOps workflows into a unified platform. As a backend/software engineer, I find the scale, performance, and automation challenges particularly interesting, and I’d be excited to contribute to building reliable tools that developers use throughout the software lifecycle.

What do you dislike about the product?

One thing I would improve is the learning curve for new users. With a broad platform covering artifact management, security, and DevOps workflows, some areas can initially feel complex. I think more streamlined onboarding and documentation could make it easier for new users to get value quickly. Overall, I see this more as an opportunity for improvement than a major weakness.

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

JFrog helps solve the complexity of managing, securing, and delivering software artifacts across the development lifecycle. It provides a reliable foundation for teams to store, manage, secure, and distribute software while integrating with CI/CD workflows. This benefits me as an engineer by making development and deployment workflows more consistent, automated, and reliable, so I can focus more on building and improving software rather than managing delivery infrastructure.