Refinery and EMA Sampling
Refinery is Honeycomb's sampling proxy, which our largest customers use to improve the value they get from their telemetry. It has a variety of interesting...
Getting Started With Refinery: Rules File Template
Sampling is a necessity for applications at scale. We at Honeycomb sample our data through the use of our Refinery tool, and we recommend that...
How to Avoid Paying for Honeycomb
You probably know that we have a generous free plan that allows you to send 20 million events per month. This is enough for many...
Calculating Sampling’s Impact on SLOs and More
What do mall food courts and Honeycomb have in common? We both love sampling! Not only do we recommend it to many of our customers,...
The Evolution of Sampling in Honeycomb: Introducing Refinery 2.0
It's rare to have too much telemetry—it's not often that someone says "I wish I didn't have all this information!" However, telemetry is data, and...
Achieving Great Dynamic Sampling with Refinery
Refinery, Honeycomb’s tail-based dynamic sampling proxy, often makes sampling feel like magic. This applies especially to dynamic sampling, because it ensures that interesting and unique...
Author’s Cut—A Sample of Sampling, and a Whole Lot of Observability at Scale
In this post, we’re moving from the foundations of observability to things that become critical when you start practicing observability at scale. Tools like sampling...
Ask Miss O11y: Load Testing With Fidelity
Dear Miss O11y, My developers and I can't agree about what the right approach is for running load tests in production. Should we even be...
How Refinery Helps With Sampling Complex Event Data
Sampling is the practice of extracting a subset of data from a dataset to make conclusions about that larger dataset. It’s far from a perfect...
HoneyByte: Test Out Refinery Yourself!
This HoneyByte walks through how to get Refinery running locally to try out different configuration options and sampling methods....
Refine Your Observability Experience at Scale
Today, we announced that Refinery is now generally available. With Refinery, it’s now easy to highlight the critical debugging data you need and to stop...
Sweetening Your Honey
Are you looking for a better way to troubleshoot, debug, and really see and understand what weird behavior is happening in production? Service-level objectives (SLOs)...
HoneyByte: Get a Taste for Sampling
Honeycomb's event-based pricing model is pretty simple: we only care about how many events you send. For teams running workloads at scale, the question becomes:...
Getting At The Good Stuff: How To Sample Traces in Honeycomb
(This is the first post by our new head of Customer Success, Irving.) Sampling is a must for applications at scale; it’s a technique for...
Dynamic Sampling by Example
Last week, Rachel published a guide describing the advantages of dynamic sampling. In it, we discussed varying sample rates to achieve a target collection rate...