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What's New at Scarf: Key Takeaways from the Scarf Summit

Blog

What's New at Scarf: Key Takeaways from the Scarf Summit

Analytics for open source
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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. You can also watch the recording below:

The new architecture allows us to run queries directly on raw event data, offering dynamic sorting and filtering—an improvement that enables more accurate insights.

We’re excited about the progress we’re making in improving the ecosystem of analytics for open source. Your feedback is crucial to shaping Scarf’s future, and together, we’re building a stronger foundation for open source businesses.

Ground-Up Redesign of Data Architecture

Early this quarter, we undertook a significant overhaul of our data architecture, allowing us to expand our capacity for real-time analytics and enriching our data-handling capabilities.

Dynamic Sorting and Filtering

Our shift to the new column-oriented structure has allowed us to introduce:

  • Enhanced Filters: Save, share, and apply filters across your datasets to streamline your analytics processes.
  • Metadata Enrichment: Enriched event data with new dimensions such as region, organization type, and more, allowing for more granular data insights.

Data Export and Strategic Partnerships

Understanding that data is only valuable when it's actionable, we've improved our data export functionality. Initiatives supporting integrations with platforms like AWS S3 and more to come.

Feedback Mechanisms

In order to make data matching and identification even more reliable, we’ve introduced additional robust feedback loops:

  • Intercom in Scarf Dashboard: Users can now provide feedback directly from the dashboard, helping us refine and improve our matching algorithms.
  • Continuous Improvement: This user-driven approach ensures that our records are continually updated, resulting in more precise data matching over time.

Looking Forward

As we move into the next quarter, we're focusing on several key areas:

  • Data Quality and Accuracy: Continued refinement of data matching and accuracy.
  • Augmented Firmographics: Expanding the range of data attributes we collect, like company size, industry, revenue, and more, to provide deeper insights.
  • First-Party Data Integrations: Rolling out integrations with CRM tools like Salesforce and HubSpot, embedding Scarf data directly into your day-to-day workflows.

Whether you attended the Scarf Summit or not, we thank you for your support and for being an essential part of this community. We look forward to all the progress we’ll continue to make together.

Stay tuned for more updates!

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What's New at Scarf: Key Takeaways from the Scarf Summit

Published

July 26, 2024

This article was originally posted on

Hackernoon

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. You can also watch the recording below:

The new architecture allows us to run queries directly on raw event data, offering dynamic sorting and filtering—an improvement that enables more accurate insights.

We’re excited about the progress we’re making in improving the ecosystem of analytics for open source. Your feedback is crucial to shaping Scarf’s future, and together, we’re building a stronger foundation for open source businesses.

Ground-Up Redesign of Data Architecture

Early this quarter, we undertook a significant overhaul of our data architecture, allowing us to expand our capacity for real-time analytics and enriching our data-handling capabilities.

Dynamic Sorting and Filtering

Our shift to the new column-oriented structure has allowed us to introduce:

  • Enhanced Filters: Save, share, and apply filters across your datasets to streamline your analytics processes.
  • Metadata Enrichment: Enriched event data with new dimensions such as region, organization type, and more, allowing for more granular data insights.

Data Export and Strategic Partnerships

Understanding that data is only valuable when it's actionable, we've improved our data export functionality. Initiatives supporting integrations with platforms like AWS S3 and more to come.

Feedback Mechanisms

In order to make data matching and identification even more reliable, we’ve introduced additional robust feedback loops:

  • Intercom in Scarf Dashboard: Users can now provide feedback directly from the dashboard, helping us refine and improve our matching algorithms.
  • Continuous Improvement: This user-driven approach ensures that our records are continually updated, resulting in more precise data matching over time.

Looking Forward

As we move into the next quarter, we're focusing on several key areas:

  • Data Quality and Accuracy: Continued refinement of data matching and accuracy.
  • Augmented Firmographics: Expanding the range of data attributes we collect, like company size, industry, revenue, and more, to provide deeper insights.
  • First-Party Data Integrations: Rolling out integrations with CRM tools like Salesforce and HubSpot, embedding Scarf data directly into your day-to-day workflows.

Whether you attended the Scarf Summit or not, we thank you for your support and for being an essential part of this community. We look forward to all the progress we’ll continue to make together.

Stay tuned for more updates!

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How to Build, Grow, and Measure the Success of an Open Source Business
Messaging and Positioning Considerations for Introducing an Open Source Product

Messaging and Positioning Considerations for Introducing an Open Source Product

At the All Things Open conference, Emily Omier, a seasoned positioning consultant, sat down with Avi Press (Founder and CEO, Scarf) and Matt Yonkovit (The HOSS, Scarf) to discuss how to message, position, and validate your open source product on The Hacking Open Source Business Podcast. You can watch the full episode below or continue reading for a recap.
How to Get the Attention of an Open Source Software Investor

How to Get the Attention of an Open Source Software Investor

On the Hacking Open Source Business podcast, Joseph Jacks aka JJ (Founder, OSS Capital) joins Avi Press (Founder and CEO, Scarf) and Matt Yonkovit (The HOSS, Scarf) to share what you need to know before starting a commercial open source software (COSS) company and how you can set yourself and your project apart in a way that attracts investor funding. As an investor who exclusively focuses on open source startups, JJ provides a VC perspective on what he looks for when evaluating investment opportunities.
Heroic Labs' Journey to Open Source and 5.3M Docker Downloads

Heroic Labs' Journey to Open Source and 5.3M Docker Downloads

On The Hacking Open Source Business podcast, CEO Chris Molozian and Head of Developer Relations Gabriel Pene at Heroic Labs elaborate on their usage and shift to open source and how it accelerated their adoption.
How to Keep Open Source Projects Open Source

How to Keep Open Source Projects Open Source

In this recap of the first episode of the Hacking Open Source Business Podcast, co-hosts Matt Yonkovit and Avi Press, Scarf Founder and CEO, dig into a recent controversy that highlights the challenges open source projects face trying to create sustainable revenue streams to support a business or a non-profit that funds the project’s growth.
How Buoyant Drives Open-Source-Led Growth with Linkerd

How Buoyant Drives Open-Source-Led Growth with Linkerd

Building a business around an open-source project is hard. Learn more about how Buoyant drives product-led growth with Linkerd.
Alex Biehl: Open Sourcing a Tool to Generate Haskell Server Stubs

Alex Biehl: Open Sourcing a Tool to Generate Haskell Server Stubs

Alex is a software engineer at Scarf who recently open sourced a tool to generate Haskell server stubs called Tie.
Tanner Linsley: Building Sustainable Open Source Projects

Tanner Linsley: Building Sustainable Open Source Projects

Tanner Linsley joined us to explain how he got started in open source and how he has made working in open source sustainable.
Stefano Maffulli: An Exploration on Standards for Open Source Packaging and Distribution

Stefano Maffulli: An Exploration on Standards for Open Source Packaging and Distribution

Scarf Sessions is a new stream where we have conversations with people shaping the landscape in open source and open source sustainability. This post will give a recap of the conversation Scarf CEO, Avi Press and I had with our guest Stefano Maffulli.
Using OSS Usage Data to Sell your Company

Using OSS Usage Data to Sell your Company

Learn how Nestybox used Scarf to gather better project insights and provide accurate data during their recent acquisition.
A Different Approach to Measuring Open Source Community Health

A Different Approach to Measuring Open Source Community Health

Community is important to the success of open source software. To understand and grow a community, project founders and maintainers need visibility into various technical, social, and even financial metrics. But what metrics should we be using?
Scarf Tech Stack: Relude

Scarf Tech Stack: Relude

This blog post will talk about Relude, a project we use in the majority of our Scarf tech stack
Python Wheels vs Eggs (And How Data-Driven Decisions Must Become The Norm in Open-Source)

Python Wheels vs Eggs (And How Data-Driven Decisions Must Become The Norm in Open-Source)

Should Python eggs be deprecated in favor of wheels? What does the data show? This post explores how the right data can make decisions like this easier for maintainers and Open Source organizations.
Changelog: Company Identification Change

Changelog: Company Identification Change

Announcing a new change to the way we identify companies.
Announcing Python Support

Announcing Python Support

Advanced registry analytics are now available for Python package maintainers
Project Spotlight: Scarf Gateway Stats

Project Spotlight: Scarf Gateway Stats

This Project Spotlight will focus on another exciting open source project, Scarf Gateway Stats.
Scarf Will Block Package Downloads from the Russian Government

Scarf Will Block Package Downloads from the Russian Government

In solidarity with Ukraine, Scarf Gateway will no longer service package downloads from Russian Government sources.
Changelog: New Pixel Snippet

Changelog: New Pixel Snippet

A notice to our Documentation Insights users.
Community Spotlight: nix-community

Community Spotlight: nix-community

This is the second post in a new series from Scarf: Spotlights where we highlight awesome projects and communities.
Changelog: Registry Validation for Auto-package Creation

Changelog: Registry Validation for Auto-package Creation

A summary of the new registry validation feature for auto-package creation.
Three Ways to Build Better Products Through Analytics

Three Ways to Build Better Products Through Analytics

A special guest post from open-source analytics company PostHog
New Year, New Scarf Features

New Year, New Scarf Features

Today, we're launching some of the most frequently asked for features since we launched Scarf Gateway back in March.
The Scarf Tech Stack

The Scarf Tech Stack

How Scarf is built
OSS Project Spotlight: IHP

OSS Project Spotlight: IHP

In a new blog post series, we'll highlight great OSS projects that are using Scarf. Today, we are featuring IHP, a modern batteries-included Haskell web framework
Measuring Downloads of Anything You Distribute

Measuring Downloads of Anything You Distribute

Scarf's core registry infrastructure has leveled up to support any kind of direct file download
Announcing Nomia and the Scarf Environment Manager

Announcing Nomia and the Scarf Environment Manager

Our mission here at Scarf centers around enhancing the connections between open source software maintainers and end users. Learn how Scarf + Nomia can reduce the complexity and increase the efficiency of the end-user open source integration experience.
Announcing The Scarf Gateway

Announcing The Scarf Gateway

Understand how your containers are downloaded and decouple your project from your registry
The Open Source Business Metrics Guide 2024
November 21, 2024

The Open Source Business Metrics Guide 2024

Today, the most commonly accepted metrics for open source adoption and growth are heavily focused on the contributors and community (the idea is healthy contributions should equate to healthy adoption). While these are useful metrics, they are only part of the picture. This guide is built for those at open-source-based companies who are responsible for growth and adoption. 
Sara Dornsife
Sara Dornsife
Bringing Open Source Usage Data Directly to Your CRM: Scarf's New Salesforce Integration
November 12, 2024

Bringing Open Source Usage Data Directly to Your CRM: Scarf's New Salesforce Integration

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.
Sara Dornsife
Sara Dornsife
ARMO leverages Scarf to find high intent signals: Download + Pricing page = INTENT
October 31, 2024

ARMO leverages Scarf to find high intent signals: Download + Pricing page = INTENT

Scarf, a platform designed to provide open-source projects with deeper insights into their users and usage patterns, was the answer ARMO needed. By integrating Scarf into Kubescape, ARMO was able to regain visibility into which company has been using Kubescape, filling the gap left after their CNCF contribution.
Sara Dornsife
Sara Dornsife

What's New at Scarf: Key Takeaways from the Scarf Summit

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. You can also watch the recording below:

The new architecture allows us to run queries directly on raw event data, offering dynamic sorting and filtering—an improvement that enables more accurate insights.

We’re excited about the progress we’re making in improving the ecosystem of analytics for open source. Your feedback is crucial to shaping Scarf’s future, and together, we’re building a stronger foundation for open source businesses.

Ground-Up Redesign of Data Architecture

Early this quarter, we undertook a significant overhaul of our data architecture, allowing us to expand our capacity for real-time analytics and enriching our data-handling capabilities.

Dynamic Sorting and Filtering

Our shift to the new column-oriented structure has allowed us to introduce:

  • Enhanced Filters: Save, share, and apply filters across your datasets to streamline your analytics processes.
  • Metadata Enrichment: Enriched event data with new dimensions such as region, organization type, and more, allowing for more granular data insights.

Data Export and Strategic Partnerships

Understanding that data is only valuable when it's actionable, we've improved our data export functionality. Initiatives supporting integrations with platforms like AWS S3 and more to come.

Feedback Mechanisms

In order to make data matching and identification even more reliable, we’ve introduced additional robust feedback loops:

  • Intercom in Scarf Dashboard: Users can now provide feedback directly from the dashboard, helping us refine and improve our matching algorithms.
  • Continuous Improvement: This user-driven approach ensures that our records are continually updated, resulting in more precise data matching over time.

Looking Forward

As we move into the next quarter, we're focusing on several key areas:

  • Data Quality and Accuracy: Continued refinement of data matching and accuracy.
  • Augmented Firmographics: Expanding the range of data attributes we collect, like company size, industry, revenue, and more, to provide deeper insights.
  • First-Party Data Integrations: Rolling out integrations with CRM tools like Salesforce and HubSpot, embedding Scarf data directly into your day-to-day workflows.

Whether you attended the Scarf Summit or not, we thank you for your support and for being an essential part of this community. We look forward to all the progress we’ll continue to make together.

Stay tuned for more updates!