Skip to main content

Honeycomb Introduces Refinery

Honeycomb announced Refinery to help enterprises refine their observability data at scale.

Managing large, complex applications means dealing with potentially hundreds of billions of events per month. Refinery collects 100 percent of telemetry data and provides multiple ways to observe only the events that best represent important system changes, resulting in a high-fidelity debugging experience while also controlling costs.

With the complexity of modern software architectures, enterprises need observability to identify and resolve issues in their production apps faster and to build more resilient services. Refinery is the latest addition to Honeycomb's Enterprise offerings that give developers, site reliability engineers (SREs), and DevOps engineers the tools they need to quickly troubleshoot some of the world's largest and most complex software applications.

In addition to Refinery, Honeycomb's enterprise offering includes:

- Service-Level Objectives (SLOs) that help technical and business stakeholders align on critical customer experience thresholds. Unlike other SLO solutions that only provide alerts and force teams to debug in other systems, Honeycomb's SLOs are debuggable, so that teams know what is wrong and how to fix issues within a single interface.

- Secure Tenancy, Honeycomb's patented approach that enables organizations to protect sensitive data and comply with their off-premises data security policies

- Exclusive training and onboarding support needed at enterprise scale. Customized onboarding packages and top-level support improve an organization's production service management skills and accelerate their ability to resolve issues.

"At large enough scale, there's a tradeoff between providing engineers the data they need to maintain the kind of digital experiences customers expect and the resource costs of sending all that data to Honeycomb," said Christine Yen, CEO of Honeycomb. "Honeycomb is always looking for ways to democratize the tools and expertise that used to be reserved for only the world's most elite companies. Previously, solutions like Refinery have been proprietary and closed-source. Now, Honeycomb makes it easy for anyone to only keep the most important data they need to debug their production services and stop paying for the rest."

Refinery delivers significant benefits for the enterprise, including:

- Cost predictability and control without sacrificing fidelity. Capture 100% of your observability data and use a variety of out-of-the-box configuration options to determine which events best represent important system changes. Honeycomb uses those samples to rebuild data accurately, providing a high-fidelity observability experience for a fraction of the cost.

- The control customers need, backed entirely by Honeycomb support. Refinery runs within a customer's infrastructure, giving them full control over what they choose to send to Honeycomb. Honeycomb supports every aspect of using Refinery, including installation, configuration, usage, troubleshooting, maintenance, and more.

- Works with Secure Tenancy and OpenTelemetry. It's critical that all components of an enterprise stack work together seamlessly. Refinery simply just works with our patented approach to data privacy and with vendor-neutral instrumentation options like the OpenTelemetry project.

"Modern applications and microservices require more data than ever for effective troubleshooting based on system observability, which can become prohibitively expensive," said James Governor, RedMonk co-founder. "With Refinery, Honeycomb is addressing these cost concerns to encourage wider enterprise adoption of its web scale technologies."

Honeycomb is offering a free 30-day Enterprise trial for a limited time.

The Latest

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 ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

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) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

Image
Broadcom

From growing reliance on FinOps teams to the increasing attention on artificial intelligence (AI), and software licensing, the Flexera 2025 State of the Cloud Report digs into how organizations are improving cloud spend efficiency, while tackling the complexities of emerging technologies ...

Honeycomb Introduces Refinery

Honeycomb announced Refinery to help enterprises refine their observability data at scale.

Managing large, complex applications means dealing with potentially hundreds of billions of events per month. Refinery collects 100 percent of telemetry data and provides multiple ways to observe only the events that best represent important system changes, resulting in a high-fidelity debugging experience while also controlling costs.

With the complexity of modern software architectures, enterprises need observability to identify and resolve issues in their production apps faster and to build more resilient services. Refinery is the latest addition to Honeycomb's Enterprise offerings that give developers, site reliability engineers (SREs), and DevOps engineers the tools they need to quickly troubleshoot some of the world's largest and most complex software applications.

In addition to Refinery, Honeycomb's enterprise offering includes:

- Service-Level Objectives (SLOs) that help technical and business stakeholders align on critical customer experience thresholds. Unlike other SLO solutions that only provide alerts and force teams to debug in other systems, Honeycomb's SLOs are debuggable, so that teams know what is wrong and how to fix issues within a single interface.

- Secure Tenancy, Honeycomb's patented approach that enables organizations to protect sensitive data and comply with their off-premises data security policies

- Exclusive training and onboarding support needed at enterprise scale. Customized onboarding packages and top-level support improve an organization's production service management skills and accelerate their ability to resolve issues.

"At large enough scale, there's a tradeoff between providing engineers the data they need to maintain the kind of digital experiences customers expect and the resource costs of sending all that data to Honeycomb," said Christine Yen, CEO of Honeycomb. "Honeycomb is always looking for ways to democratize the tools and expertise that used to be reserved for only the world's most elite companies. Previously, solutions like Refinery have been proprietary and closed-source. Now, Honeycomb makes it easy for anyone to only keep the most important data they need to debug their production services and stop paying for the rest."

Refinery delivers significant benefits for the enterprise, including:

- Cost predictability and control without sacrificing fidelity. Capture 100% of your observability data and use a variety of out-of-the-box configuration options to determine which events best represent important system changes. Honeycomb uses those samples to rebuild data accurately, providing a high-fidelity observability experience for a fraction of the cost.

- The control customers need, backed entirely by Honeycomb support. Refinery runs within a customer's infrastructure, giving them full control over what they choose to send to Honeycomb. Honeycomb supports every aspect of using Refinery, including installation, configuration, usage, troubleshooting, maintenance, and more.

- Works with Secure Tenancy and OpenTelemetry. It's critical that all components of an enterprise stack work together seamlessly. Refinery simply just works with our patented approach to data privacy and with vendor-neutral instrumentation options like the OpenTelemetry project.

"Modern applications and microservices require more data than ever for effective troubleshooting based on system observability, which can become prohibitively expensive," said James Governor, RedMonk co-founder. "With Refinery, Honeycomb is addressing these cost concerns to encourage wider enterprise adoption of its web scale technologies."

Honeycomb is offering a free 30-day Enterprise trial for a limited time.

The Latest

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 ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

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) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

Image
Broadcom

From growing reliance on FinOps teams to the increasing attention on artificial intelligence (AI), and software licensing, the Flexera 2025 State of the Cloud Report digs into how organizations are improving cloud spend efficiency, while tackling the complexities of emerging technologies ...