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Dash0

@dash0.com

OpenTelemetry-Native Observability. Because details matter. No lock-in. No surprises. No hassle. www.dash0.com

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Latest posts by Dash0 @dash0.com

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The #observability work that sticks is rarely dramatic. Most of the time, it’s calibration.

In Code RED #26, @kaspernissen.xyz looks at smarter sampling, Collector resilience, and the evolving Prometheus + #OpenTelemetry relationship.

Check it out πŸ‘‰ dash0.link/newsletter-26

06.03.2026 13:57 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Back-to-back events lately: Brooklyn Tech Expo, Container Days, and DeveloperWeek.

What stuck with us wasn’t just the talks or booth time, but the conversations. Teams sharing what’s actually hard: messy telemetry, growing complexity, and making #OpenTelemetry scale.

Next stop: #KubeCon Amsterdam

05.03.2026 13:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What does #observability look like under pressure? We’re about to find out.

We’re hosting Hotservability, a live interview inspired by the Hot Ones show, where the questions get deeper as the sauces get hotter πŸ”₯

Booth 760 Β· Mar 24 Β· 17:30

Register for the prize draw: dash0.link/hotservabili...

04.03.2026 17:04 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Mastering the OpenTelemetry Transform Processor Β· Dash0 Learn how to use the OpenTelemetry Transform Processor with practical OTTL examples to safely reshaping logs metrics and traces in the Collector

Raw #telemetry is noisy. Making it usable is the foundation of effective observability.

Our latest guide breaks down how to use the #OpenTelemetry Transform Processor correctly, from parsing and #OTTL to error modes and avoiding silent data loss.

Full guide here: dash0.link/otel-transfo...

03.03.2026 13:02 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Agentic observability has great potential, but how do you get started?

On March 18, Michele Mancioppi joins a LeadDev panel on what needs to be in place for agentic #AI to pay off: data management, #OpenTelemetry, effective #telemetry, and guardrails.

Register here: dash0.link/leaddev-a-bl...

02.03.2026 15:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What if observability wasn’t about reacting faster, but preventing outages?

In Code RED, Mirko Novakovic talks with Aaron β€œCheco” Pacheco about why #observability still feels reactive, the myth of a β€œsingle pane of glass,” unused telemetry, and the shift toward prevention.

🎧 dash0.link/podcast-37

27.02.2026 13:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Lookout Agent: Your AI Assistant for Web Performance and User Experience Β· Dash0 Introducing the Lookout Agentβ€”a specialized AI assistant within Agent0 that helps you monitor, analyze, and troubleshoot your website's frontend performance, web vitals, and user experience through na...

Meet the Lookout Agent: AI for #WebPerformance

Stop writing queries. Start asking questions.

β€œTop errors today?” β€œWhich pages have poor Core Web Vitals?” β€œShow abandoned checkout.”

Get answers from your #observability data with AI built for #frontend performance.

πŸ‘‰ dash0.link/the-lookout-...

26.02.2026 12:56 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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You’re deep in a trace. Sunlight hits your screen.

That’s where Light Mode comes in.

From Service Map to complex trace views, Dash0 adapts to brighter workspaces while keeping hierarchy and critical signals clear.

Switch anytime, or let it follow your system.

πŸ‘‰ dash0.link/light-mode

25.02.2026 17:45 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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In a month, #KubeCon kicks off in Amsterdam.

Once it starts, all that planning turns into real conversations about #OpenTelemetry, architecture, trade-offs, and what’s breaking in production.

Find us at Booth #760 in the red jumpsuits. You won’t miss us.

24.02.2026 15:22 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Scrubbing Sensitive Data from OpenTelemetry Logs, Traces & Metrics Β· Dash0 Learn how to redact sensitive data from telemetry using the OpenTelemetry Collector with practical examples for attributes redaction and transform processors

Observability shouldn’t cost you user privacy.

Stop sending auth tokens and PII to your backend. We break down how to use #OpenTelemetry Collector processors to redact sensitive data:

Keep your signals, lose the compliance risk.

Read more: www.dash0.com/guides/scrub...

23.02.2026 14:23 πŸ‘ 1 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Once #telemetry is flowing, the real question is how to keep it usable.

Code RED #25 by @kaspernissen.xyz looks at that layer of #observability, from log deduplication and pipeline hygiene to keeping signals structured enough to reason about.

Read here πŸ‘‰ dash0.link/code-red-25

20.02.2026 14:30 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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If pricing needs a calculator, it’s probably too complicated.

Ours doesn’t.

Metrics: $0.20 per million
Logs & Spans: $0.60 per million

That’s it.

πŸ‘‰ dash0.link/dash0-pricing

#Dash0 #SimplicityWins

19.02.2026 13:09 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Traces vs Logs for Debugging Distributed Systems Β· Dash0 Logs vs traces understand the key differences when to use each and how to correlate them for effective observability

Many teams treat observability as a tooling choice.

In reality, it’s about asking and answering the right questions quickly during an incident.

Our latest article breaks down when logs make sense, when tracing gives faster answers, and how #OpenTelemetry connects them.

πŸ‘‰ dash0.link/traces-vs-logs

18.02.2026 13:27 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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In large projects like #OpenTelemetry, getting your first PR reviewed involves more than just the code.

In Code RED, @kaspernissen.xyz talks with Marylia Gutierrez about what influences reviews at scale, why they can take time, and how contributors grow into maintainers.

🎧 dash0.link/podcast-36

17.02.2026 13:32 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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W3C Trace Context Explained: Traceparent & Tracestate Β· Dash0 Learn how W3C Trace Context works including traceparent and tracestateand how to implement reliable trace propagation across distributed systems

In distributed systems, one missing trace header can fragment a trace into disconnected spans.

That’s why #ContextPropagation matters, and why #W3CTraceContext defines the standard.

We break down traceparent, tracestate, and how #OpenTelemetry propagates context.

πŸ‘‰ dash0.link/w3c-trace-co...

16.02.2026 13:37 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Last week, we announced the Dash0 + Lumigo acquisition.

Since then, conversations have centered on what changes and what doesn’t.

They’ve focused on what this means for observability workflows, migration, licensing, timelines, and AWS-native/serverless teams.

Full context: dash0.link/dash0-lumigo

13.02.2026 15:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Applications don’t start as black boxes. They become black boxes the moment something breaks, and nobody can explain why.

At DeveloperWeek, Julia Morgado and Vitor Mouzinho show how to turn them into glass boxes using telemetry, traces, metrics, and logs.

Workshop: Feb 20
See it live at Booth #528

12.02.2026 13:56 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Many teams still rely on a few β€œpower users” who hold system context in their heads.

Mirko Novakovic joined Guy Podjarny to discuss why that model concentrates knowledge, and how #OpenTelemetry and #AI agents can make system context more accessible across teams.

Watch: dash0.link/the-ai-nativ...

11.02.2026 17:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Async workflows are great for building systems.
Observing them end-to-end is hard.

At #ContainerDays London, @kaspernissen.xyz and Mauricio Salatino show how teams keep distributed workflows observable with #Dapr + #OpenTelemetry - when systems stop being linear.

You will also find us at Booth A6πŸ‘‹

10.02.2026 13:59 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Stop paying to store the same error 10,000 times.

The #OpenTelemetry logdedup processor collapses log storms into single records to cut storage bloat, while preserving context and frequency.

It’s a fast way to lower #observability costs without losing visibility.

πŸ‘‰ dash0.link/otel-log-ded...

09.02.2026 14:36 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What’s happening across the #OpenTelemetry ecosystem lately?

Code RED #24 tracks the latest community signals: from early #observability blueprints and support maturity proposals to real-world OTel Collector feedback and updates from OTel Unplugged.

Dive into the details πŸ‘‰ dash0.link/newsletter-24

06.02.2026 13:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Dash0 is kicking off the event season at Brooklyn Tech Expo next week.

Julia Morgado will be on stage, talking about how #AI changes the way teams build software - and why #observability becomes essential when systems get harder to understand.

πŸ‘‰ pulse.nyc/brooklyn-tec...

Come say hi at Booth #17.

05.02.2026 13:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Dash0 Acquires Lumigo to Expand Agentic Observability Across AWS and Serverless Β· Dash0 Acquisition brings deep AWS-native observability expertise, LLM visibility, and AI-powered operations to Dash0’s OpenTelemetry-first platform.

Dash0 has acquired Lumigo πŸš€

#Lumigo brings deep expertise where #observability gets hard: serverless systems and #AWS-native environments.

This means stronger serverless observability, first-class support for AWS-managed services, and Lumigo’s Copilot capabilities!

πŸ‘‰ dash0.link/dash0-acquir...

04.02.2026 14:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Why the OpenTelemetry Batch Processor is Going Away (Eventually) Β· Dash0 An analysis of why the OpenTelemetry community is moving away from the in-memory batch processor in favor of exporter-level batching. This post explains the architectural limitations of memory bufferi...

Still using the #OpenTelemetry Batch Processor?
In-memory buffering can mean 100% data loss.

The community now favors exporter-level batching for better durability. Julia breaks down why #observability and #CloudNative teams are making the switch:

πŸ‘‰ dash0.link/the-otel-bat...

03.02.2026 14:19 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Mastering the OpenTelemetry OTLP HTTP Exporter Β· Dash0 Learn how to configure and optimize the OTLP HTTP exporter for secure reliable and scalable telemetry delivery

The OTLP HTTP exporter is the boundary against data loss.

To build a resilient #observability pipeline, you need to tune persistence and backoff.

We explain how to configure #OpenTelemetry so a simple network blip doesn’t turn into an #SRE incident.

Full deep dive πŸ‘‰ dash0.link/otel-otlp-ht...

02.02.2026 13:50 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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"Why is the site slow?" hits differently when metrics look fine, but users are still frustrated.

Julia’s new guide on #WebsiteMonitoring shows how #OpenTelemetry + Dash0 make #RUM visible - so you can see the full story of real user behavior.

Read it here: dash0.link/website-moni...

29.01.2026 13:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Aakansha Priya is back on stage this Thursday, speaking about managing #OpenTelemetry at scale.

Hundreds of collectors across #clouds, edges, and on-prem.
Manual per-host management. Config drift.

This is where #OpAMP comes in.

Full details here: ndclondon.com/agenda/opent...

28.01.2026 13:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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#35 - Preventing the Next Outage: How NOFire Uses Causal and Agentic AI to Shift Reliability Left with Spiros Economakis Β· Podcast Β· Dash0 NOFire AI founder and CEO Spiros Economakis joins Dash0’s Mirko Novakovic to discuss why traditional observability and post-incident RCA are no longer enough in an AI-accelerated engineering world.

What happens when AI agents want direct access to #observability data?

Mirko Novakovic and Spiros Economakis discuss whether vendors will restrict access or build native #AI agents like Agent0.

As token prices rise, data-layer efficiency becomes critical for #DevOps.

🎧 dash0.link/35-code-red

27.01.2026 13:24 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Logs alone can’t explain how a request moves across microservice boundaries.

We published a deep dive into #DistributedTracing mechanics, why spans without attributes are just stopwatches, and why context propagation is the hardest part of #OpenTelemetry.

Read more here: dash0.link/distributed-...

26.01.2026 13:29 πŸ‘ 0 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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#OpenTelemetry is in its operations era.

2026 is about running it day-to-day without losing signal.

New Code RED from @kaspernissen.xyz: 10k Slack messages on where #observability teams get stuck, plus OTel governance and the real SRE bottleneck: operational maturity.

πŸ‘‰ dash0.link/code-red-new...

23.01.2026 13:22 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0