At a large enough scale, #observability becomes a systems design problem worth studying. In this post, we’ll walk through how Airbnb got there, why aggregation was essential, and how vmagent became the piece that completed the puzzle. 👇
https://bit.ly/4xaJHnG

#casestudy #prometheus #scalability #OTel

How Airbnb Built a High-Volume Metrics Pipeline with OpenTelemetry and vmagent

Learn how Airbnb rebuilt its observability pipeline with OpenTelemetry and vmagent to handle over 100 million samples per second, reduce cost by 10x, and simplify high-scale metrics aggregation.

VictoriaMetrics

Strands AgentsをLambdaにデプロイし、トレースをAgentCoreオブザーバビリティ(生成 AI オブザーバビリティ)に送るぜ
https://qiita.com/moritalous/items/8fe30948b7fe39c37919?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #AWS #lambda #otel #StrandsAgents #AgentCore

Strands AgentsをLambdaにデプロイし、トレースをAgentCoreオブザーバビリティ(生成 AI オブザーバビリティ)に送るぜ - Qiita

やります。人力で書いてるので、短く、端的に行きます。 手順 マネコンでいきます。 Lambdaを新規作成する ランタイムはPython 3.13(3.14はだめ) ARM64アーキテクチャを選ぶ(好み) Lambdaレイヤーを追加する なんと、Strands ...

Qiita

CNCF Webinar about OpAMP

A short post, I’m excited to share that I will be presenting a Webinar for the CNCF Malaga meetup on the 11th June 6.30pm CEST where I’ll be talking about OpAMP – registration link.

I hope you can join me to hear about the value of the OpAMP protocol, which originated from the CNCF OpenTelemetry project. I’ll be talking about what the protocol can do for us, how it works, and while it has origins within the OpenTelemetry project, it has far-reaching value for almost any deployment context.

This isn’t all theory, I’ll be demoing the functionality we’ve built that leverages the OpAMP spec. While the focus will be on Fluent Bit, it will convey the value of the protocol. We’ll also look at how it can scale in both volume and the range of client applications it can support.

#agents #demo #OpAMP #OpenTelemetry #OTel #webinar

#Yunanistan sınırları içinde gerçek bir #çöl olduğunu biliyor muydun? #Limni adasındaki Gomati kum tepeleri kilometrelerce içeri uzanıyor. #Deniz ortasında birden kum tepeleriyle karşılaşmak garip bir his. Merak ediyorum: #Yaz tatilinde direkt uçuşu ve dev #otel zincirleri olmayan, ulaşımı zahmetli yerleri bilerek tercih edenleriniz var mı? Sessiz #plaj arayanlar için epey net bir #rota planı bıraktım aşağıya.

#LimniAdası #YavaşSeyahat #KuzeyEge
https://europa.tips/tr/kuzey-ege-adalari-yaz-tatili-rotasi

Kuzey Ege Adaları Yaz Tatili Yerleri ve Rotaları

Thassos Samothrace ve Lemnos adalarında sakin yaz tatili arayanlar için gezi rotası. Ulaşım konaklama ve plaj bilgileri içeren güncel inceleme.

Europa.Tips

Incus client package (Go) trouble, I'm using `GetEventsAllProjects` for a long-running subscription. For the local Unix socket, a simple retry loop seems sufficient since Proto Incus handles socket drop etc.
I am working on adding scoped read-only access, and this seems to involve HTTPS+TLS client certs. Is this the scenario where I need to reconnect and atomic-swap the old IncusClient instance?

Context: Im writing an Incus #OTEL integration and half my code ended up being reconnect/disconnect handling. Looks like wasted work for the simple #Unix socket scenario.

CC @stgraber #incus

Join us to explore how #observability signals – #metrics, #traces, and #logs – come together to power better systems and better decisions.
See you there! 🚀
https://bit.ly/4wW8ifS

#Kubernetes #OpenSource #DevOps #CloudNative #Otel #Self2026

This talk changes that by motivating developers to troubleshoot their own code with #OTel. Developers will learn: Why do it? Basic overview of OTel instrumentation concepts. Overview of desktop tooling for developers to visualize OTel data How to add meaningful traces, metrics, and logs to your code with minimal changes A practical, repeatable workflow for using OTel to troubleshoot code. Common pitfalls (like accidental high cardinality) and how to avoid them.
Great talk from @[email protected] and @[email protected] on @[email protected] at KCD Czech & Slovak - Prague! #otel #011y #observability

👇 Learn why #Spotify Engineering relied on #VictoriaMetrics for extreme #Scale observability in this case study.
https://bit.ly/49e5P6w

#Prometheus #OpenTelemetry #Grafana #Engineering #OTel

Spotify’s performance & control across large monitoring environments with VictoriaMetrics

Spotify needed to replace its legacy in-house time series database to overcome stability and performance limitations, which would bring about query delays and timeouts. The Spotify observability team chose VictoriaMetrics to support efficient metric ingestion, querying, and alerting at scale.

VictoriaMetrics

New post from my blog...

In case you missed it earlier...

Stir Trek 2026 - When Logs Tell the Whole Story
https://barretblake.dev/posts/conferences/2026/05/stir-trek-2026/ #stirtrek #opentelemetry #otel