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Scalyr Announces PowerQueries for Advanced Troubleshooting

Scalyr announced the beta launch of PowerQueries, a new set of advanced log search functionality that leverages its existing real-time data processing engine so you can transform your data on the fly.

PowerQueries lets users seamlessly pivot from facet-based search to complex log search operations for complicated data sets, such as grouping, transformations, filtering and sorting, table lookups and joins, enabling them to create sophisticated data processing pipelines.

Scalyr’s PowerQueries introduce a simplified query syntax and leverage the industry-leading performance, ease-of-use and scalability that customers have come to expect from Scalyr, resulting in an industry first - powerful queries with blazing-fast speed.

“In approaching the design to PowerQueries, we didn’t want to just be a me-too,” said Steve Newman, founder and Chairman of Scalyr. “We’ve heard far too often from customers and prospects who are familiar with legacy logging tools that their query languages are too complex, hard-to-learn and hard-to-use. So we thought about how we could leverage our strengths - real-time performance, ease-of-use and scalability - to provide similar but better functionality. As a result, we came up with a set of simple but powerful queries that address advanced use cases while improving the user experience dramatically. Like the rest of our solution, our PowerQueries are fast, easy-to-learn and easy-to-use.”

Scalyr’s PowerQueries are designed to give new users a sense of familiarity and comfort, easing the transition from a legacy log management tool to Scalyr. Users who rely on complex queries today can keep their operational workflows and processes intact, and don’t need to go through extensive training and certification. By keeping queries simple and intuitive, Scalyr lets all users - not just those who have special training - tackle more advanced use cases.

“With PowerQueries, new users can now perform the complex searches that they are used to but with the speed and simplicity that our existing customers love,” said Christine Heckart, CEO of Scalyr. “The vast majority of use cases can be addressed by our existing point-and-click search, which is very easy to use. Now, by applying the same design principles that are core to Scalyr, we can effectively address the remaining more advanced use cases all with a single platform.”

Scalyr’s PowerQueries don’t just address traditional IT use cases; they are designed to support today’s observability needs too. Legacy tools that use complex query languages as the basis for their data search and retrieval are slow and cumbersome, inherently limiting them from being used for increasingly dynamic and distributed environments. Since Scalyr’s PowerQueries leverage the same high-performance and scalable architecture, app-first companies with containerized and microservice-based workloads can also benefit from PowerQueries.

“Right from our UI, users can effortlessly pivot from simple searches to PowerQueries, and easily author PowerQueries using a vastly simplified query language. Our users now have a new and more sophisticated tool in the toolbox that lets them dive deeply into their data for faster exploration, investigation and troubleshooting, ultimately saving them time and money,” said Newman.

The initial release of Scalyr PowerQueries will include a dedicated search page with the ability to present results in two-dimensional tables.

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Scalyr Announces PowerQueries for Advanced Troubleshooting

Scalyr announced the beta launch of PowerQueries, a new set of advanced log search functionality that leverages its existing real-time data processing engine so you can transform your data on the fly.

PowerQueries lets users seamlessly pivot from facet-based search to complex log search operations for complicated data sets, such as grouping, transformations, filtering and sorting, table lookups and joins, enabling them to create sophisticated data processing pipelines.

Scalyr’s PowerQueries introduce a simplified query syntax and leverage the industry-leading performance, ease-of-use and scalability that customers have come to expect from Scalyr, resulting in an industry first - powerful queries with blazing-fast speed.

“In approaching the design to PowerQueries, we didn’t want to just be a me-too,” said Steve Newman, founder and Chairman of Scalyr. “We’ve heard far too often from customers and prospects who are familiar with legacy logging tools that their query languages are too complex, hard-to-learn and hard-to-use. So we thought about how we could leverage our strengths - real-time performance, ease-of-use and scalability - to provide similar but better functionality. As a result, we came up with a set of simple but powerful queries that address advanced use cases while improving the user experience dramatically. Like the rest of our solution, our PowerQueries are fast, easy-to-learn and easy-to-use.”

Scalyr’s PowerQueries are designed to give new users a sense of familiarity and comfort, easing the transition from a legacy log management tool to Scalyr. Users who rely on complex queries today can keep their operational workflows and processes intact, and don’t need to go through extensive training and certification. By keeping queries simple and intuitive, Scalyr lets all users - not just those who have special training - tackle more advanced use cases.

“With PowerQueries, new users can now perform the complex searches that they are used to but with the speed and simplicity that our existing customers love,” said Christine Heckart, CEO of Scalyr. “The vast majority of use cases can be addressed by our existing point-and-click search, which is very easy to use. Now, by applying the same design principles that are core to Scalyr, we can effectively address the remaining more advanced use cases all with a single platform.”

Scalyr’s PowerQueries don’t just address traditional IT use cases; they are designed to support today’s observability needs too. Legacy tools that use complex query languages as the basis for their data search and retrieval are slow and cumbersome, inherently limiting them from being used for increasingly dynamic and distributed environments. Since Scalyr’s PowerQueries leverage the same high-performance and scalable architecture, app-first companies with containerized and microservice-based workloads can also benefit from PowerQueries.

“Right from our UI, users can effortlessly pivot from simple searches to PowerQueries, and easily author PowerQueries using a vastly simplified query language. Our users now have a new and more sophisticated tool in the toolbox that lets them dive deeply into their data for faster exploration, investigation and troubleshooting, ultimately saving them time and money,” said Newman.

The initial release of Scalyr PowerQueries will include a dedicated search page with the ability to present results in two-dimensional tables.

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According to Gartner, Inc. the following six trends will shape the future of cloud over the next four years, ultimately resulting in new ways of working that are digital in nature and transformative in impact ...

2020 was the equivalent of a wedding with a top-shelf open bar. As businesses scrambled to adjust to remote work, digital transformation accelerated at breakneck speed. New software categories emerged overnight. Tech stacks ballooned with all sorts of SaaS apps solving ALL the problems — often with little oversight or long-term integration planning, and yes frequently a lot of duplicated functionality ... But now the music's faded. The lights are on. Everyone from the CIO to the CFO is checking the bill. Welcome to the Great SaaS Hangover ...

Regardless of OpenShift being a scalable and flexible software, it can be a pain to monitor since complete visibility into the underlying operations is not guaranteed ... To effectively monitor an OpenShift environment, IT administrators should focus on these five key elements and their associated metrics ...

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...