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Shoreline.io Releases Shoreline Notebooks

Shoreline.io introduced Shoreline Notebooks.

Shoreline is reinventing the runbook, transforming static documents into live notebooks that contain real-time debug data and pre-approved repair activities. With a web-based UI, Shoreline Notebooks automatically capture and then share best practice debug and remediation sessions. Notebooks can also be tied to alarms, making it easy for on-call teams to quickly and safely resolve incidents.

“Shoreline Notebooks are a game changer for our customers. Packaging real-time diagnostic data with documented best practice remediations is going to make the lives of on-call teams so much easier,” said Anurag Gupta, founder and CEO of Shoreline. “Just as Jupyter Notebooks transformed data science, Shoreline Notebooks are transforming on-call operations. Our Notebooks make it easier to onboard new team members and to safely empower everyone on-call.”

Jupyter Notebooks improved data science by making it interactive and visual. Data scientists could now run their commands and immediately see visible results. Afterward, they could easily share their analysis with others as a notebook file. These notebooks also serve as reusable templates, with new data each period viewable by audiences that need the latest insights. Shoreline’s Notebooks bring these same benefits to SRE and DevOps.

Everyone knows that static runbooks written in wikis are hard to reference and are usually outdated. Shoreline Notebooks are each individually launched by their own specific alarm, so there’s no more thumbing through a dense document to find the relevant section. Further, Shoreline Notebooks are easy to keep up-to-date, because any refinements to a Notebook can be saved in the moment while the issue is being resolved. And unlike runbook automation tools that have focused on sharing checklists or automating jobs that run existing scripts, only Shoreline Notebooks gives users one-click access to real-time, per second debug data and powerful, fleetwide repair commands directly within the platform. This is what Site Reliability Engineers (SREs) and on-call teams need to resolve incidents more quickly and easily.

Shoreline Notebooks deliver a step-by-step progression that naturally leads to automated remediation for repeated issues that waste a lot of DevOps time.

- Notebooks are first used to capture a debug and repair session on each new issue.

- The decision tree within that new Notebook is then curated and validated as best practice for diagnosing and repairing that type of incident in the future, building institutional knowledge.

- The Notebook can be associated with an alarm for that specific issue type so that future on-call teams will immediately know where to find and how to execute best practices.

- As Notebooks are used, some paths within the decision tree will be repeatedly executed without changes or need for human judgement. These paths are the proven repairs that can be safely automated to further reduce SRE toil.

Shoreline incident automation enables DevOps engineers to interactively debug at scale and quickly build remediations to eliminate repetitive work. With the release of Shoreline Notebooks, Shoreline reaffirms its mission to enable DevOps, SREs, and customer support to quickly debug incidents and automate their repair across server fleets.

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Shoreline.io Releases Shoreline Notebooks

Shoreline.io introduced Shoreline Notebooks.

Shoreline is reinventing the runbook, transforming static documents into live notebooks that contain real-time debug data and pre-approved repair activities. With a web-based UI, Shoreline Notebooks automatically capture and then share best practice debug and remediation sessions. Notebooks can also be tied to alarms, making it easy for on-call teams to quickly and safely resolve incidents.

“Shoreline Notebooks are a game changer for our customers. Packaging real-time diagnostic data with documented best practice remediations is going to make the lives of on-call teams so much easier,” said Anurag Gupta, founder and CEO of Shoreline. “Just as Jupyter Notebooks transformed data science, Shoreline Notebooks are transforming on-call operations. Our Notebooks make it easier to onboard new team members and to safely empower everyone on-call.”

Jupyter Notebooks improved data science by making it interactive and visual. Data scientists could now run their commands and immediately see visible results. Afterward, they could easily share their analysis with others as a notebook file. These notebooks also serve as reusable templates, with new data each period viewable by audiences that need the latest insights. Shoreline’s Notebooks bring these same benefits to SRE and DevOps.

Everyone knows that static runbooks written in wikis are hard to reference and are usually outdated. Shoreline Notebooks are each individually launched by their own specific alarm, so there’s no more thumbing through a dense document to find the relevant section. Further, Shoreline Notebooks are easy to keep up-to-date, because any refinements to a Notebook can be saved in the moment while the issue is being resolved. And unlike runbook automation tools that have focused on sharing checklists or automating jobs that run existing scripts, only Shoreline Notebooks gives users one-click access to real-time, per second debug data and powerful, fleetwide repair commands directly within the platform. This is what Site Reliability Engineers (SREs) and on-call teams need to resolve incidents more quickly and easily.

Shoreline Notebooks deliver a step-by-step progression that naturally leads to automated remediation for repeated issues that waste a lot of DevOps time.

- Notebooks are first used to capture a debug and repair session on each new issue.

- The decision tree within that new Notebook is then curated and validated as best practice for diagnosing and repairing that type of incident in the future, building institutional knowledge.

- The Notebook can be associated with an alarm for that specific issue type so that future on-call teams will immediately know where to find and how to execute best practices.

- As Notebooks are used, some paths within the decision tree will be repeatedly executed without changes or need for human judgement. These paths are the proven repairs that can be safely automated to further reduce SRE toil.

Shoreline incident automation enables DevOps engineers to interactively debug at scale and quickly build remediations to eliminate repetitive work. With the release of Shoreline Notebooks, Shoreline reaffirms its mission to enable DevOps, SREs, and customer support to quickly debug incidents and automate their repair across server fleets.

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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 ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

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In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...