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George Miranda
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Using Honeycomb for LLM Application Development
Ever since we launched Query Assistant last June, we’ve learned a lot about working with—and improving—Large Language Models (LLMs) in production with Honeycomb. Today, we’re sharing those techniques so that you can use them to achieve better outputs from your own LLM applications. The techniques in this blog are a new Honeycomb use case. You can use them today. For free. With Honeycomb. If you’re running LLM apps in production (or thinking about it), these approaches should be useful.

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 and telemetry pipelines are useful at any size, but when your trickle of observability data suddenly becomes a torrential flood, these tools are essential.

New Honeycomb Integrations Let You Bubble Up Lurking AWS Issues
Today, we’re announcing the expansion of Honeycomb integrations with various AWS services. This update now covers a much wider swath of AWS services, makes it easier than ever to integrate your AWS stack with Honeycomb, and with our new BubbleUp enhancements, you’ll be identifying and debugging hidden issues in your AWS stack faster than ever.

Announcing New CircleCI + Honeycomb Integration Guide
If you’re writing software today, then you likely use a CI/CD pipeline to build and test your code before deploying it to production. Having a fast and efficient build pipeline saves you development time, shortens feedback loops, and helps you ship features faster. Conversely, slow and unreliable build pipelines are full of lost productivity and sadness.

Announcing New GitHub Actions + Honeycomb Integration Guide
If you build or maintain code in GitHub, the Honeycomb Buildevents Action can help you optimize the performance of your build pipelines in GitHub Actions. This blog introduces you to the gha-buildevents Action and a new hands-on quickstart guide that will show you the inner workings of GitHub Actions workflows, the buildevents tool, and the Honeycomb UI.


Honeycomb Announces Major Updates to PagerDuty Integration
Today, we’re announcing major new updates to Honeycomb’s PagerDuty integration. These updates put more of the information you need into PagerDuty notifications and allow for greater configurability. These enhancements are available to all users who leverage Honeycomb Triggers and Burn Alerts to send notifications via PagerDuty.

Tracking Core Web Vitals with Honeycomb and Vercel
Google’s Core Web Vitals (CWV) are used to rank the performance of mobile sites or pages. It’s easy to see when your CWV scores are low, but it’s not always clear exactly why that’s happening. In Honeycomb’s new guide, Tracking Core Web Vitals with Honeycomb and Vercel, you can learn how to capture, analyze, and debug your real-world CWV performance using a free Honeycomb account.

Authors’ Cut—Debugging with the Core Analysis Loop, and What to Build vs Buy
In this blog, we’ll dive into debugging with the Core Analysis Loop, the functional requirements for a backend datastore that make this possible, and whether it makes sense to build or buy your own observability solution.
