Resources and insights

We’ve got some exciting news: Scarf just launched a powerful, native integration with Salesforce, bringing Scarf’s rich open source usage data directly into your CRM. No more bouncing between tools or setting up S3 data exports—you can now get all the insights you need where you already do your work.

The foundation of Scarf company tracking is IP Address attribution. Our Company Tracking algorithm considers confidence and reputation scores from multiple sources to provide what we believe to be the best matching data in the industry. In a nutshell, Match Feedback allows you to fix and fine-tune your company matches.

We're thrilled to announce that Scarf has successfully completed the SOC 2 Type 2 examination! This might sound like legal jargon at first glance, but let’s break down what this means for us, our users, and the open-source community as a whole.

Scarf helps you unlock the full potential of your open source project by collecting valuable usage data in three key ways: Scarf Packages, in-app telemetry, and tracking pixels. In this post, we’ll break down each of these powerful tools and show you how to use them to optimize your open source strategy.

On July 16th, we hosted our first-ever Scarf Summit, celebrating analytics for open source and the significant improvements we’ve made to the Scarf platform. In case you missed it, here’s a recap of all the key updates shared by our Engineering Leader, Aaron Porter.

Understanding open source user engagements and usage is obscured by a lack of actionable data, a result of its inherent openness and anonymity. Embracing a data-driven approach to open source projects helps them not only grow, but also understand the keys to their success, benefiting everyone involved.

When we approached the project of building Scarf, we turned to our favorite language: Haskell. Little did we know, this decision would shape our story in more ways than one.

When Scarf emerged back in 2019, many people expressed skepticism that usage analytics would ever be tolerated in the open source world. 5 years later, Scarf has shown this once solidified cultural norm can indeed change. Learn how Scarf's journey mirrors a broader shift in open source culture and why embracing usage analytics could shape the future of open software development.

In the open source ecosystem, user behaviors are diverse and conversion tracking poses unique challenges frequently leaving traditional marketing strategies insufficient. Recognizing this gap, we are excited to introduce a brand new way for businesses to make sense of this opaque and noisy signal – Open Source Qualified Leads (OQLs).

In recent years, a notable development in the open source landscape is the growing number of large corporations considering the transition from open source licenses to more restrictive models like the Business Source License (BSL). This trend raises further questions about the sustainability and future of open source projects, particularly when large players alter their approach.

A recent release of Scarf added the ability to track and report on custom URL parameters. If you are looking to gain more intelligence around how you open source users interact with your project and download your software using link parameters in key situations can reveal interesting and helpful trends that can help you grow your user base and unlock open source qualified leads.

In the ever-evolving landscape of open source software, data collection has become a hot-button issue. As the open source community grows and software becomes increasingly integral to our daily lives, concerns about data collection ethics have emerged.

In today's fast-paced tech world, the Developer Relations (DevRel) role has moved from the periphery to the center stage. Companies, irrespective of their size, are now seriously considering the worth of having a dedicated DevRel team. But, how do you quantify the success or failure of such an effort? What metrics should companies use? This post dives deep into understanding the commercial Return on Investment (ROI) of DevRel.

Monetizing open source software is a challenging task, but it can also be highly rewarding. Unlike traditional software, you're essentially competing against a free version of your product. So, how do you sell something that is inherently free?