Skip to main content

Instana Releases Always-On Continuous Production Profiling for PHP and Python Applications

Instana announced the availability of always-on profiling for production PHP and Python applications.

With the addition of this production profiling support, Instana now provides automatic continuous production profiling of Java, GoLang, Python and PHP with a common interface and correlated with production application monitoring and tracing for better analysis.

This latest language support builds on Instana’s integration of technology acquired from the company’s acquisition of StackImpact last year. It marks the third release of integrated product from the two solutions in 2020. Instana APM customers get unlimited use of production profiling, with no additional charges. Enabling the capabilities simply requires a change to the Instana configuration file. No application re-starts are required to turn profiling on or off.

“The complexity of cloud-native microservice applications is related to the polyglot of application languages being used,” said Chris Farrell, APM and Observability Strategist at Instana. “Instana automatically captures profiles of Python and PHP processes so that dev teams have the data they need to optimize application performance and solve code issues quickly.”

Instana’s production profiling solution differs from other profiling tools in that it is always on, designed and built with such low overhead that it always captures profiles on every production process. Those profiles are correlated with other Instana metrics, including application service levels, traces of all individual requests and full-stack infrastructure metrics. The company’s Unbounded Analytics™ engine allows users to dive into any layer to quickly identify, isolate and fix problems when they occur.

Instana’s Enterprise Observability Platform, powered by automated Application Performance Monitoring, discovers and maps all services, infrastructure and their inter-dependencies automatically. Instana ingests all observability metrics, traces each request, profiles every process and updates application dependency maps in real time to deliver the context and actionable feedback needed by Dev+Ops to optimize application performance, enable innovation and mitigate risk to help them add value and efficiency to the pipeline.

Instana’s continuous profiling for PHP and Python, Java and Go is available today in all Instana solutions, included in both the SaaS and on-prem versions.

The Latest

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 ...

Image
Azul

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 ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

Instana Releases Always-On Continuous Production Profiling for PHP and Python Applications

Instana announced the availability of always-on profiling for production PHP and Python applications.

With the addition of this production profiling support, Instana now provides automatic continuous production profiling of Java, GoLang, Python and PHP with a common interface and correlated with production application monitoring and tracing for better analysis.

This latest language support builds on Instana’s integration of technology acquired from the company’s acquisition of StackImpact last year. It marks the third release of integrated product from the two solutions in 2020. Instana APM customers get unlimited use of production profiling, with no additional charges. Enabling the capabilities simply requires a change to the Instana configuration file. No application re-starts are required to turn profiling on or off.

“The complexity of cloud-native microservice applications is related to the polyglot of application languages being used,” said Chris Farrell, APM and Observability Strategist at Instana. “Instana automatically captures profiles of Python and PHP processes so that dev teams have the data they need to optimize application performance and solve code issues quickly.”

Instana’s production profiling solution differs from other profiling tools in that it is always on, designed and built with such low overhead that it always captures profiles on every production process. Those profiles are correlated with other Instana metrics, including application service levels, traces of all individual requests and full-stack infrastructure metrics. The company’s Unbounded Analytics™ engine allows users to dive into any layer to quickly identify, isolate and fix problems when they occur.

Instana’s Enterprise Observability Platform, powered by automated Application Performance Monitoring, discovers and maps all services, infrastructure and their inter-dependencies automatically. Instana ingests all observability metrics, traces each request, profiles every process and updates application dependency maps in real time to deliver the context and actionable feedback needed by Dev+Ops to optimize application performance, enable innovation and mitigate risk to help them add value and efficiency to the pipeline.

Instana’s continuous profiling for PHP and Python, Java and Go is available today in all Instana solutions, included in both the SaaS and on-prem versions.

The Latest

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 ...

Image
Azul

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 ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ...