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New Relic Adds Automatic Logs in Context to APM

New Relic announced enhancements to its Application Performance Monitoring (APM) to automatically collect logs in context with application metrics and traces.

Logs are critical for observability, and automatically coupling logs collection with APM allows engineers to immediately investigate relevant logs associated with their other telemetry data, helping them troubleshoot their applications faster. This new feature improves upon the already 3X+ more value that New Relic customers receive compared to other observability platforms, which require 13+ different SKUs with disjointed experiences and legacy product-based pricing models.

Collecting logs can be a complex, manual, and often frustrating experience. Developers often have to request access to specific hosts and configure non-standard log forwarding to collect application logs separate from their APM metrics. To address these common limitations, New Relic updated its Java, Ruby, and .NET APM agents to automatically collect and ingest application logs. With this new feature, New Relic is making logging easier for developers by simplifying log forwarding directly from the APM agent, providing logs in context, and enhancing the APM UI to surface relevant logs that are automatically associated with other telemetry data for APM to reduce context-switching. Engineers no longer need to worry about manual and non-standard log forwarding, and will still get granular configuration options to tailor log collection with the option to opt out anytime.

“Our customers have told us that they experience two primary problems when it comes to logging: first is the ability to collect log data; second is contextualizing the data to make it actionable. When troubleshooting an issue, our customers shouldn’t have to context switch across the UI to navigate the wealth of available information,” said New Relic SVP and Product GM, Wendy Shepperd. “Now with a single agent deployment for the supported application languages, engineers get a simple yet holistic solution to quickly see and act on all their telemetry in context. The new functionality curates the data automatically, such as entity GUIDs for related APM service entities, including application logs, so that highly correlated telemetry logs are already visible right out of the box.”

With the latest versions of Java, Ruby, and .NET agents for supported frameworks, New Relic customers can view application logs in context of APM metrics, traces and events, removing the need to switch between screens; collect and forward logs to New Relic with little to maintain or relying on manual configurations; and access logs inside APM with enhanced UI improvements. In addition, the update includes robust support to ensure security, compliance and control:

- Data Security: Mask, obfuscate, and prevent sending PII, PHI, or any other sensitive data via detailed security configurations.

- Ingest Control: Use in-agent log sampling to manage ingested volume and avoid double-billing to continue to receive 3X more value than alternate log management solutions.

- Compliance: Log collection disabled by default for HIPAA, FedRAMP and accounts where High Security Mode is in use, even after the agent is upgraded.

- Opt-out Anytime: Turn off automatic forwarding by configuring your agent anytime or from the data management hub in New Relic.

New Relic Application Performance Monitoring with the automatic logs-in-context feature is generally available for Java 7.7.0, Ruby 8.7.0, and .NET 9.7.2 agent versions. New Relic will enable automatic logs in context for Node.js, Python, Go, and PHP agents over the coming quarters.

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New Relic Adds Automatic Logs in Context to APM

New Relic announced enhancements to its Application Performance Monitoring (APM) to automatically collect logs in context with application metrics and traces.

Logs are critical for observability, and automatically coupling logs collection with APM allows engineers to immediately investigate relevant logs associated with their other telemetry data, helping them troubleshoot their applications faster. This new feature improves upon the already 3X+ more value that New Relic customers receive compared to other observability platforms, which require 13+ different SKUs with disjointed experiences and legacy product-based pricing models.

Collecting logs can be a complex, manual, and often frustrating experience. Developers often have to request access to specific hosts and configure non-standard log forwarding to collect application logs separate from their APM metrics. To address these common limitations, New Relic updated its Java, Ruby, and .NET APM agents to automatically collect and ingest application logs. With this new feature, New Relic is making logging easier for developers by simplifying log forwarding directly from the APM agent, providing logs in context, and enhancing the APM UI to surface relevant logs that are automatically associated with other telemetry data for APM to reduce context-switching. Engineers no longer need to worry about manual and non-standard log forwarding, and will still get granular configuration options to tailor log collection with the option to opt out anytime.

“Our customers have told us that they experience two primary problems when it comes to logging: first is the ability to collect log data; second is contextualizing the data to make it actionable. When troubleshooting an issue, our customers shouldn’t have to context switch across the UI to navigate the wealth of available information,” said New Relic SVP and Product GM, Wendy Shepperd. “Now with a single agent deployment for the supported application languages, engineers get a simple yet holistic solution to quickly see and act on all their telemetry in context. The new functionality curates the data automatically, such as entity GUIDs for related APM service entities, including application logs, so that highly correlated telemetry logs are already visible right out of the box.”

With the latest versions of Java, Ruby, and .NET agents for supported frameworks, New Relic customers can view application logs in context of APM metrics, traces and events, removing the need to switch between screens; collect and forward logs to New Relic with little to maintain or relying on manual configurations; and access logs inside APM with enhanced UI improvements. In addition, the update includes robust support to ensure security, compliance and control:

- Data Security: Mask, obfuscate, and prevent sending PII, PHI, or any other sensitive data via detailed security configurations.

- Ingest Control: Use in-agent log sampling to manage ingested volume and avoid double-billing to continue to receive 3X more value than alternate log management solutions.

- Compliance: Log collection disabled by default for HIPAA, FedRAMP and accounts where High Security Mode is in use, even after the agent is upgraded.

- Opt-out Anytime: Turn off automatic forwarding by configuring your agent anytime or from the data management hub in New Relic.

New Relic Application Performance Monitoring with the automatic logs-in-context feature is generally available for Java 7.7.0, Ruby 8.7.0, and .NET 9.7.2 agent versions. New Relic will enable automatic logs in context for Node.js, Python, Go, and PHP agents over the coming quarters.

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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 ...

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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