The Evolution of Engineering and the Role of Observability 2.0 in Shaping the Future
Engineering has come a long way since the days of delivering discrete, point-in-time products that were often packaged on a CD and shipped to customers....
Modern Observability in Action at the University of Oxford
The Bennett Institute for Applied Data Science at the University of Oxford is pioneering the better use of data, evidence, and digital tools in healthcare,...
The Hater’s Guide to Dealing with Generative AI
Generative AI is having a bit of a moment—well, maybe more than just a bit. It’s an exciting time to be alive for a lot...
Unlocking Smiles: HappyCo's Observability Success
With a diverse range of applications, HappyCo sought to advance their system investigations with a modern observability solution while embarking on an application refactor project....
Navigating Software Engineering Complexity With Observability
In the not-too-distant past, building software was relatively straightforward. The simplicity of LAMP stacks, Rails, and other well-defined web frameworks provided a stable foundation. Issues...
OpenTelemetry Best Practices #3: Data Prep and Cleansing
Having telemetry is all well and good—amazing, in fact. It’s easy to do: add some OpenTelemetry auto-instrumentation libraries to your stack and they’ll fill your...
Framework for an Observability Maturity Model: Using Observability to Advance Your Engineering & Product
Everyone's talking about “observability,” but many don’t know what it is, what it’s for, or what benefits it offers. With this framing of observability in...
Investigating Mysterious Kafka Broker I/O When Using Confluent Tiered Storage
Earlier this year, we upgraded from Confluent Platform 7.0.10 to 7.6.0. While the upgrade went smoothly, there was one thing that was different from previous...
Independent, Involved, Informed, and Informative: The Characteristics of a CoPE
In part one of our CoPE series, we analogized the CoPE with safety departments. David Woods says that those safety departments must be: independent, involved,...
Virtualizing Our Storage Engine
Our storage engine, affectionately known as Retriever, has served us faithfully since the earliest days of Honeycomb. It’s a tool that writes data to disk...
Announcing Honeycomb Support Business Hours in Europe
Earlier this year, Honeycomb announced the launch of data residency in Europe. To meet the growing needs of our customers in the region, we are...
Establishing and Enabling a Center of Production Excellence
Software is in a crisis. This is nothing new. Complex distributed systems are perpetually in a state far from equilibrium, operating in what Richard Cook...
Empowering Engineering Excellence: Achieving a 26% Reduction in On-call Pages at Amperity with Modern Observability for Logs
Amperity required an observability partner to facilitate their transition into the modern engineering era as their previous tooling struggled to support their growth strategy....