Most engineers instrument spans. Far fewer think about whether those #spans are actually useful. If your traces are noisy, inconsistent, or missing context, they stop being debugging tools and become expensive timelines. New deep dive on #OpenTelemetry spans ๐Ÿ‘‡ eu1.hubs.ly/H0vbkqB0

Show HN: OpenTelemetry x DuckDB(Ducklake), SQLite, Clojure

O11yLite๋Š” DuckDB/Ducklake, SQLite, Clojure ๊ธฐ๋ฐ˜์˜ ๋ฌด๋ฃŒ ์˜คํ”ˆ์†Œ์Šค OpenTelemetry ๋ฐฑ์—”๋“œ๋กœ, ๋กœ๊ทธ, ๋ฉ”ํŠธ๋ฆญ, ํŠธ๋ ˆ์ด์Šค๋ฅผ ํ•˜๋‚˜์˜ ๋„๊ตฌ์—์„œ ํ†ตํ•ฉํ•˜์—ฌ ์‰ฝ๊ฒŒ ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ๋‹ค. ๊ธฐ์กด OSS ๋„๊ตฌ๋“ค์˜ ๋ณต์žก์„ฑ๊ณผ ๋‹จํŽธ์„ฑ์„ ๊ทน๋ณตํ•˜๊ณ  ๋‹จ์ผ ํ˜ธ์ŠคํŠธ์—์„œ ๋†’์€ ์ฒ˜๋ฆฌ๋Ÿ‰์„ ๋ชฉํ‘œ๋กœ ํ•˜๋ฉฐ, ์ธ๊ฐ„๊ณผ ์—์ด์ „ํŠธ ์ธํ„ฐํŽ˜์ด์Šค๋ฅผ ๋ชจ๋‘ ์šฐ์„ ์‹œํ•œ๋‹ค. ClickHouse ๋Œ€์‹  DuckDB๋ฅผ ์„ ํƒํ•ด ๋ฐฐํฌ๋ฅผ ๋‹จ์ˆœํ™”ํ–ˆ๊ณ , DuckLake๋ฅผ ํ™œ์šฉํ•ด Parquet ํŒŒ์ผ ๋””๋ ‰ํ† ๋ฆฌ ๊ธฐ๋ฐ˜ ์šด์˜์„ ๊ตฌํ˜„ํ–ˆ๋‹ค. LLM์ด ์ฃผ๋ชฉ๋ฐ›๋Š” ์‹œ๊ธฐ์— ์‹ค์šฉ์ ์ธ ๊ด€์ธก์„ฑ ์Šคํƒ ๋Œ€์•ˆ์œผ๋กœ ์ฃผ๋ชฉ๋ฐ›์„ ์ˆ˜ ์žˆ๋‹ค.

https://github.com/o11ylite/o11ylite

#opentelemetry #duckdb #observability #opensource #clojure

GitHub - o11ylite/o11ylite: Free, open-source OpenTelemetry backend powered by DuckDB ๐Ÿฆ† and SQLite

Free, open-source OpenTelemetry backend powered by DuckDB ๐Ÿฆ† and SQLite - o11ylite/o11ylite

GitHub
opentelemetry-collector-contrib/connector/spanmetricsconnector at main ยท open-telemetry/opentelemetry-collector-contrib

Contrib repository for the OpenTelemetry Collector - open-telemetry/opentelemetry-collector-contrib

GitHub

W00t #OpenTelemetry voted for moving to a graduated project by the Cloud Native Computing Foundation (CNCF) 's Technical Oversight Committee! ๐Ÿฅณ

I covered it on a recent episode of OpenObservability Talks ๐ŸŽง :
https://horovits.medium.com/the-state-of-opentelemetry-insights-from-otel-unplugged-europe-e00f219f7460#1606

Great work to all involved @opentelemetry ๐Ÿ‘

#cncf #graduation #stabilization

Visibility shouldnโ€™t be a game of chance. For The Telegraph, relying on sampled data meant missing critical insights into the user experience. By partnering with Dash0, they stopped guessing and started seeing the full picture. Read the story: eu1.hubs.ly/H0v8nvj0 #Observability #OpenTelemetry

The Telegraph Customer Story: ...
The Telegraph Customer Story: AI-Driven Observability with Dash0 ยท Dash0

Learn how The Telegraph unified their monitoring and improved incident response times using Dash0 and Agent0 AI. Read the full customer story.

Show HN: OTel native agent to instrument applications

otex๋Š” OpenTelemetry(OTel) ๊ทœ๊ฒฉ์— ์™„๋ฒฝํžˆ ๋ถ€ํ•ฉํ•˜๋Š” ์ž๋™ํ™”๋œ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ณ„์ธก ์—์ด์ „ํŠธ๋กœ, ์ฝ”๋“œ๋ฒ ์ด์Šค๋ฅผ ๋ถ„์„ํ•ด ์ˆ˜์ž‘์—… ์—†์ด ํ”„๋กœ๋•์…˜๊ธ‰ OTel ๊ณ„์ธก ์ฝ”๋“œ๋ฅผ ์ƒ์„ฑํ•œ๋‹ค. VS Code, Cursor, Windsurf ๋“ฑ ์ฃผ์š” ์ฝ”๋“œ ์—๋””ํ„ฐ์—์„œ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•˜๋ฉฐ, Python, JavaScript, TypeScript, Rust ์ฃผ์š” ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ์ง€์›ํ•œ๋‹ค. ์ˆ˜๋™ ๊ณ„์ธก ๋Œ€๋น„ 2์ผ ๊ฑธ๋ฆฌ๋˜ ์ž‘์—…์„ 10๋ถ„ ๋‚ด์™ธ๋กœ ๋‹จ์ถ•ํ•˜๊ณ , OTel ์‹œ๋งจํ‹ฑ ๊ทœ์•ฝ์„ ์—„๊ฒฉํžˆ ์ค€์ˆ˜ํ•ด ์ผ๊ด€๋˜๊ณ  ์˜ˆ์ธก ๊ฐ€๋Šฅํ•œ ๊ณ„์ธก ๊ฒฐ๊ณผ๋ฅผ ์ œ๊ณตํ•œ๋‹ค. ์ง€์†์  ์ปค๋ฒ„๋ฆฌ์ง€ ๋ชจ๋‹ˆํ„ฐ๋ง๊ณผ ์•ˆ์ „ํ•œ ์ฝ”๋“œ ๋ณ€๊ฒฝ๋งŒ ์ˆ˜ํ–‰ํ•ด ์šด์˜ ํ™˜๊ฒฝ์—์„œ ์‹ ๋ขฐํ•  ์ˆ˜ ์žˆ๋Š” ๊ณ„์ธก์„ ๋ณด์žฅํ•œ๋‹ค.

https://otex.dev/

#opentelemetry #instrumentation #observability #automation #developertools

otex - Production-grade OTel instrumentation, automatically.

A VS Code extension that analyzes your codebase and auto-generates production-grade OpenTelemetry instrumentation โ€” tracing spans, structured logging, and metrics collectors. Without writing a single line of instrumentation code.

ุฃุทู„ู‚ุช ุดุฑูƒุฉ Microsoft ุชุญุฏูŠุซุงู‹ ุฌุฏูŠุฏุงู‹ ู„ุจุฑู†ุงู…ุฌ Visual Studio Code ูŠุญู…ู„ ุงู„ุฑู‚ู… 1.119ุŒ ุญูŠุซ ูŠู‚ุฏู… ู…ูŠุฒุฉ ุฏู…ุฌ ุงู„ู…ุชุตูุญ ู…ุน ุงู„ูˆูƒู„ุงุก ุงู„ุจุฑู…ุฌูŠูŠู† ู„ุชู…ูƒูŠู†ู‡ู… ู…ู† ุงู„ูˆุตูˆู„ ุฅู„ู‰ ุงู„ูˆูŠุจ ู…ุจุงุดุฑุฉ. ูŠุชุถู…ู† ุงู„ุชุญุฏูŠุซ ุชุญุณูŠู†ุงุช ููŠ ุชุชุจุน ุงู„ุฌู„ุณุงุช ุจุงุณุชุฎุฏุงู… ุชู‚ู†ูŠุฉ OpenTelemetryุŒ ูˆุงุนุชู…ุงุฏ ู†ู…ูˆุฐุฌ ุฃุฎู ู„ุฅุฏุงุฑุฉ ู‚ูˆุงุฆู… ุงู„ู…ู‡ุงู…. ูƒู…ุง ูŠุนุงู„ุฌ ุงู„ุชุญุฏูŠุซ ู…ุดูƒู„ุงุช ุงู†ู‚ุทุงุน ุณูŠุฑ ุงู„ุนู…ู„ ุงู„ู…ุชุนู„ู‚ุฉ ุจุงู„ุดุจูƒุฉ ูˆุงู„ู…ุฌู„ุฏุงุช ุงู„ู…ุคู‚ุชุฉุŒ ู…ุน ุชุญุณูŠู† ุชุฌุฑุจุฉ ุชุญุฑูŠุฑ ู…ู„ูุงุช Markdown ู…ู† ุฎู„ุงู„ ุงู„ุชุจุฏูŠู„ ุงู„ุณุฑูŠุน ุจูŠู† ุงู„ู…ุตุฏุฑ ูˆุงู„ู…ุนุงูŠู†ุฉ ู„ุชุนุฒูŠุฒ ูƒูุงุกุฉ ุงู„ู…ุทูˆุฑูŠู† ููŠ ุจูŠุฆุฉ ุงู„ุนู…ู„.

#VSCode #OpenTelemetry #Markdown

Salut, Bucureศ™ti
Weโ€™re a silver sponsor at Cloud Native Days Romania on May 18th and 19th, and as part of the event, we're hosting a workshop. #๐—ข๐—ฏ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐˜‚๐—ป๐—น๐—ผ๐—ฐ๐—ธ๐—ฒ๐—ฑ ๐˜„๐—ถ๐˜๐—ต #๐—ข๐—ฝ๐—ฒ๐—ป๐—ง๐—ฒ๐—น๐—ฒ๐—บ๐—ฒ๐˜๐—ฟ๐˜† ๐—ฎ๐—ป๐—ฑ ๐˜๐—ต๐—ฒ ๐—ฉ๐—ถ๐—ฐ๐˜๐—ผ๐—ฟ๐—ถ๐—ฎ๐— ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฐ๐˜€ ๐—ฆ๐˜๐—ฎ๐—ฐ๐—ธ
Observability does not have to be complex.

Devenv 2.1: Nix with native support for zsh, fish, and nushell via libghostty

Devenv 2.1์€ Nix ํ™˜๊ฒฝ์—์„œ zsh, fish, nushell์„ ๋„ค์ดํ‹ฐ๋ธŒ๋กœ ์ง€์›ํ•˜๋ฉฐ libghostty ํ„ฐ๋ฏธ๋„ ์—”์ง„์„ ๋„์ž…ํ•ด ๋ชจ๋“  ์…ธ์„ ์ผ๊ด€๋˜๊ฒŒ ์ฒ˜๋ฆฌํ•ฉ๋‹ˆ๋‹ค. direnv ์—†์ด ๋””๋ ‰ํ† ๋ฆฌ ์ด๋™ ์‹œ ์ž๋™ ํ™˜๊ฒฝ ํ™œ์„ฑํ™”๋ฅผ ์ง€์›ํ•˜๊ณ , ํ”„๋กœ์„ธ์Šค ๊ด€๋ฆฌ ๋ช…๋ น์–ด์™€ OpenTelemetry ํŠธ๋ ˆ์ด์Šค ๋‚ด๋ณด๋‚ด๊ธฐ ๊ธฐ๋Šฅ์„ ์ถ”๊ฐ€ํ•ด ๊ฐœ๋ฐœ์ž ๊ฒฝํ—˜์„ ํฌ๊ฒŒ ํ–ฅ์ƒ์‹œ์ผฐ์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ, ์ž๋™ ๋ฆฌ๋กœ๋“œ, ๋ฉ€ํ‹ฐ์Šค๋ ˆ๋“œ tarball ํ•ด์ œ, ROCm ์ง€์› ๋“ฑ ๋‹ค์–‘ํ•œ ์„ฑ๋Šฅ ๊ฐœ์„ ๊ณผ ๋ฒ„๊ทธ ์ˆ˜์ •์ด ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

https://devenv.sh/blog/2026/05/07/devenv-21-nix-with-zsh-fish-and-nushell-via-libghostty/

#nix #devenv #shell #libghostty #opentelemetry

devenv 2.1: Nix with zsh, fish, and nushell via libghostty - devenv

Fast, Declarative, Reproducible, and Composable Developer Environments using Nix

OpenTelemetry has come to R ๐ŸŽ‰

We've instrumented Shiny, plumber2, mirai, httr2, ellmer, knitr, testthat, and DBI โ€” so you can get production-grade traces from your R apps with no code changes. Just set a few env vars and telemetry flows to the backend of your choice.

Full write-up: https://opensource.posit.co/blog/2026-05-07_opentelemetry/

#RStats #OpenTelemetry #Observability

Bringing OpenTelemetry to R in production

Posit has instrumented Shiny, plumber2, mirai, httr2, ellmer, knitr, testthat, and DBI with OpenTelemetry, and created tools for you to instrument your own packages, bringing production-grade observability to R.

Posit Open Source