Sean Pratt
Senior Manager, Product Marketing, JFrogSean leads Platform and DevOps Product Marketing at JFrog. A “Full Stack Marketer,” he’s previously worked at a wide range of technology startups from HR tech to Smart City/IoT. When not reading, writing, and learning about secure software supply chains, he’s spending time with his family, learning Python, and very occasionally playing on his Switch.
The Latest From Sean Pratt
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Get to Know JFrog ML
| 6 min readAI/ML development is getting a lot of attention as organizations rush to bring AI services into their business applications. While emerging MLOps practices are designed to make developing AI applications easier, the complexity and fragmentation of available MLOps tools often complicates the work of Data Scientists and ML Engineers, and lessens trust in what’s being…
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The Power of Evidence Collection and Release Lifecycle Management
| 7 min readThe speed of today’s software development lifecycle is only getting faster. However, the complexity of today’s pipelines make it hard to track and manage the processes software releases must go through. With increasing regulatory pressures, ensuring and proving your software has gone through the necessary quality controls is no longer nice to have – it…
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MLOps Your Way with the JFrog Platform
| 5 min readJust like in traditional software development, creating AI applications isn't a one size fits all approach. However, many of the challenges and concerns facing AI/ML development teams share common threads - difficulties getting models to production, tangled infrastructure, data quality, security issues, and so on. Regardless of how you build it, to accelerate production-ready AI,…
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Now Available: Evidence Collection with JFrog
| 5 min readThere is an increasing need for traceability and attestation of the actions taken as software moves across the SDLC. Emerging regulations and policies around secure software development are rapidly evolving, and it’s important to stay ahead of the changing landscape. Some organizations have taken a proactive approach with home-grown solutions or manual processes, but despite…
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Manage Ansible Collections with JFrog Artifactory
| 4 min readIf you work with virtual machines or install and configure software on EC2 or leverage dynamic runtimes, chances are you’re also using Ansible. In fact, JFrog has supported installation via Ansible for some time. If they’re not using Red Hat, the way most organizations have managed their Ansible Collections – including Roles – is by…
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Expanding Artifactory’s Hugging Face Support with Datasets
| 3 min readWhen working with ML models, it’s fair to say that a model is only as good as the data it was trained on. Training and testing models on quality datasets of an appropriate size is essential for model performance. Because of the intricate link between a model and the data it was trained on, it’s…
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Embracing Complexity in DevOps: Software Supply Chain State of the Union 2024
| 4 min readAs we delve deeper into the era of software reliance, the 2024 JFrog Software Supply Chain report emerges as required reading for developers and DevOps professionals who are at the frontline of today’s technological innovations. DevOps and development themes from the 2024 report The report combines Artifactory data, analysis from the JFrog Security Research team,…
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The basics of securing GenAI and LLM development
| 4 min readWith the rapid adoption of AI-enabled services into production applications, it’s important that organizations are able to secure the AI/ML components coming into their software supply chain. The good news is that even if you don’t have a tool specifically for scanning models themselves, you can still apply the same DevSecOps best practices to securing…
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OpenTofu support comes to JFrog Artifactory
| 3 min readIf you deploy container-based services in Kubernetes, chances are you’re also using infrastructure-as-code to help automate the provisioning and maintenance of the cloud environments where your applications will run. Up until recently, Terraform was “the name” in infrastructure-as-code. However, HashiCorp’s decision in the second half of 2023 to change Terraform from an open source license…
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Supporting Next-Level Enterprise Scale in Software Development
| 6 min readWhat it means to be “enterprise grade” has changed. In software development, the size of new artifacts and the pace of development has increased dramatically. Developers are now releasing new components daily, if not multiple times a day. With containerization, and now AI/ML models, new pieces of software can be multiple GBs or larger. In…
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