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Agile - vs - Traditional

October 09.2025

2 Minutes Read

How Databricks Query Runner Transforms Data into Instant Insights

Vibrant illustration of Databricks integration with interactive elements.

Unlocking Insights: The Power of Databricks Query Runner

In today’s fast-paced business landscape, the ability to access and analyze data in real-time can make or break crucial decisions. This is where the new Databricks Query Runner shines, offering a seamless experience within Atlassian's environment. By integrating AI-powered capabilities, businesses can finally streamline their data analysis, hence freeing teams to focus on strategy and innovation.

What Does Databricks Query Runner Bring to the Table?

No longer constrained by traditional data analysis hurdles, users can leverage the Databricks Query Runner to ask questions in plain language and receive instant insights directly within their workflow. This tool not only democratizes data access but also enhances productivity across departments.

Real-World Applications: Transforming Questions into Insights

The Databricks Query Runner comes with powerful use cases that exemplify its capabilities. For instance, a product manager seeking to understand customer engagement can simply ask, "Which customer segments are most engaged with Feature X over the last 90 days?" The Query Runner efficiently analyzes this data, ultimately guiding informed decision-making.

Why It Matters: Relevance in Today's Business Climate

Integrating tools like Atlassian’s Databricks Query Runner aligns perfectly with the growing emphasis on data-driven decision-making. Organizations leveraging this integration stand to gain a competitive edge by not only speeding up the data retrieval process but also by enriching collaboration and communication among teams.

A Look Ahead: The Future of Data in Business

As companies continue to evolve in their data strategy, the integration of AI and data analytics tools will only grow more vital. The Databricks Query Runner exemplifies how organizations can future-proof their operations by adopting technologies that facilitate quicker insights and smarter decisions.

While the initial launch has been widely embraced, as users engage with the Databricks Query Runner, we anticipate even more features and functionalities that could transform not just data analytics, but overall business intelligence strategies.

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10.07.2025

Atlassian’s Revenue Model Transformation: Keep 100% Marketplace Earnings

Update A Major Shift in Revenue Structure for Atlassian Partners In a pivotal move set to energize the developer community, Atlassian has launched a significant incentive for its Runs on Atlassian partners, allowing them to retain 100% of Marketplace revenues until they reach $1 million in lifetime earnings associated with Forge applications. This early rollout, expedited ahead of a broader plan laid out in May, reflects Atlassian's commitment to foster innovation and sustained collaboration among developers in its ecosystem. Understanding the New Revenue Model Atlassian’s strategy focuses on establishing a sustainable environment for its partners to flourish. By granting full revenue retention for the first $1 million, the company alleviates financial pressure, allowing developers to invest more in improving and expanding their offerings on the Marketplace. Lifetime Forge revenue, the metric by which these earnings are calculated, begins accumulating the moment a partner’s Forge app is listed, ensuring that even previously existing apps receive this financial incentive. This crucial change provides a window of opportunity for both established and incoming developers. The Impacts on Current and Aspiring Developers For those already holding Runs on Atlassian badges, the transition to this new revenue structure will be seamless; eligible partners will automatically see these incentives reflected in their payouts. Meanwhile, new developers considering launching apps on the platform can benefit immediately from this incentivized approach. As a testimony to the effectiveness of Agile development practices, Atlassian aims to enhance communication, innovation, and workflow transformation within organizations. A Future Focused on Collaboration and Growth With an eye toward not just immediate financial gain, Atlassian's new incentive structure showcases a larger trend towards ongoing partnerships and adaptability within the tech industry. As the demand for enterprise-grade solutions grows, the ability to maintain revenue streams while fostering innovation is crucial. As Atlassian continues to modernize its Marketplace, the integration of various app types, such as Agile Playbooks and testing tools, becomes more streamlined, thus enhancing user experience and interaction. In conclusion, as Atlassian shifts more value back to developers, it underscores the ecosystem's collaborative spirit. The ability to retain full earnings allows partners to reinvest in their solutions, ultimately driving higher quality outcomes for clients and more innovation across the platform.

10.05.2025

Unlock Your Development Potential: The Free Forge Learning Path

Update The Rise of Cloud Development with Atlassian Forge In today's fast-paced technological landscape, development platforms need to adapt quickly to meet the demands of developers and organizations alike. Atlassian, with its newly unveiled Get the Most Out of Forge learning path, is positioning itself at the forefront of cloud app development. This structured curriculum is specifically designed for both novice and experienced developers seeking to master Forge, a revolutionary platform catering to app development for products like Jira and Confluence. Why Forge? Understanding Its Significance Atlassian Forge embodies the next generation of cloud app development, providing developers the tools to build secure, scalable, and integrated applications. As more organizations transition to cloud services, understanding Forge becomes essential for developers aiming to create seamless experiences within the Atlassian ecosystem. The learning path includes modules that not only explain what Forge is but also guide developers through the entire app lifecycle—from initial setup to deployment and troubleshooting. Structured Learning to Empower Developers The Forge learning path is thoughtfully structured, offering step-by-step modules that ensure learners accumulate knowledge incrementally. It addresses common challenges that developers face and offers practical hands-on labs and exercises. These interactive elements not only reinforce learning but also equip developers with capabilities to automate workflows and manage data efficiently. Completion badges offer tangible recognition of learning, showcasing newly acquired skills to potential employers and peers in the Atlassian community. A Broad Audience: Who Can Benefit? This learning opportunity is crafted for a diverse audience, from new app developers eager to enter the field to in-house developers and Jira admins looking to enhance their capabilities. With the ongoing evolution of the Atlassian ecosystem, the demand for skilled Forge developers is surging, making this course a timely chance to upskill. Whether you seek to create custom integrations or simply wish to refresh your foundational knowledge, the Forge learning path is designed to cater to various needs. Conclusion: Embracing Further Development As businesses continue to edge towards digital transformation, investing in cloud development skills through the Get the Most Out of Forge learning path is an optimal move. By equipping yourself or your team with the latest tools and knowledge, you're not just keeping pace with industry changes; you're positioning yourself to lead in innovation within the Atlassian community. To embark on your learning journey and explore what Forge can do for you, visit Atlassian Learning and get started.

10.04.2025

Understanding Atlassian's Transformative Shift to Apps Everywhere

Update The Shift from Products to Apps in the Atlassian Ecosystem Atlassian has recently declared a significant change in terminology, transitioning from considering its tools like Jira, Confluence, and Bitbucket as "products" to embracing the term "Atlassian apps." This change reflects a broader evolution in how these tools function within an expanding ecosystem that encourages collaboration and integration. The Atlassian Platform: A Foundation for Innovation The Atlassian platform now serves as a central foundation for all apps, whether crafted in-house or by external developers. This robust platform offers enterprise-grade infrastructure with a connected data layer designed to enhance user experiences and facilitate seamless interactions between various apps. This means that organizations can assemble their own tailored systems of work by utilizing a mix of Atlassian-built apps and those developed by marketplace partners. Decoupling Apps from Traditional Limitations Historically, apps had to be installed within a singular product, limiting their functionality and reach. However, with recent advancements such as the Forge developer tool, this traditional 1:1 relationship is evolving. Developers are now empowered to build apps that can connect with multiple Atlassian apps simultaneously and directly access core platform capabilities. This change signifies a profound shift allowing for richer, multi-faceted user experiences that promote collaboration and data sharing across the board. Empowering Developers and Enhancing User Experience As developers embrace these new capabilities, the vision extends beyond conventional app functions. There is an aspiration to create autonomous, purpose-built solutions that can operate without being tethered to any single Atlassian app. This evolution enables developers to maintain greater visibility and control over how their apps are presented within the platform, ultimately enriching the user experience as customers navigate between their chosen tools. The Future Landscape of the Atlassian Ecosystem Looking ahead, the Atlassian ecosystem is on the cusp of a transformation. By removing historical constraints, teams can expect a more interconnected and flexible environment where apps complement each other seamlessly. This holistic approach unlocks new opportunities for innovation and collaboration, allowing teams to adapt quickly to evolving needs and maintain alignment across their projects. The shift to the "app" framework signifies more than just a change in terminology; it heralds a new era of integration and collaborative potential within the Atlassian universe.

How Databricks Query Runner Transforms Data into Instant Insights

Unlocking Insights: The Power of Databricks Query Runner

What Does Databricks Query Runner Bring to the Table?

Real-World Applications: Transforming Questions into Insights

Why It Matters: Relevance in Today's Business Climate

A Look Ahead: The Future of Data in Business

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