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Observability Day Europe 2026

Observability Day is a vendor-neutral gathering of the CNCF observability community. Maintainers, operators, and end users of Prometheus, Fluentd and Fluent Bit, OpenTelemetry, Jaeger, Thanos, Cortex…

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Welcome + Opening Remarks08m
Conference opens with logistics and sponsor shoutouts including Chronosphere, Dynatrace, ClickHouse, Honeycomb.io, OpenSearch, VictoriaMetrics and Grafana…
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Observability Project UpdatesAryana Vaysman28m
Prometheus ships 6‑week minor releases, with native histograms stable (v3.8) and feature flag no‑op (v3.9), PromQL gains like joins, field modifiers, anchored…
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Lightning Talk: The Meta Trick: Connecting Page Load To Backend TracesWolfgang Therrien09m
Embedding the W3C traceparent meta tag into server-rendered HTML and reading it with a client-side propagation API builds a single end-to-end OpenTelemetry…
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Keynote: Beyond Observability: Intelligent Progressive...Sean O'Dell06m
Claims a concrete pattern: combine Dynatrace runtime context, feature flags as runtime entities, and AI-driven guardrails to close the loop from observability…
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Keynote - Before You Let AI Touch Production: Autore...Colleen White05m
Practical checklist for safe autoremediation: verifies full coverage using OTel at large scale (example: from hundreds of VMs to thousands of short‑lived pods…
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A Practical Blueprint for Evolving Observability SchemasBenedikt Bongartz, Sebastian Rabenhorst29m
A practical blueprint for evolving telemetry schemas that Shopify runs in production: a ClickHouse schema manager reads versioned YAML specs from GCS…
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Unpacking Your OTel BaggageDan Gomez Blanco, John Clark25m
Claims that OpenTelemetry baggage can carry domain keys across services and that Skyscanner uses it to drive per-request QoS decisions via an injected source…
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How to Use the OpenTelemetry Demo and Why It MattersJuliano Costa25m
Fork of Google’s online boutique becomes a reproducible demo of OpenTelemetry that actually works end to end: 20 microservices instrumented with OpenTelemetry…
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Observability at the Edge: State of OpenTelemetry in Kubernetes Ingress Contro...Kasper Borg Nissen26m
Evaluation compares KGateway, Contour, Emissary, Istio gateway and Traefik using a seven‑dimension OpenTelemetry maturity model and hands‑on tests with an…
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Panel: The Spec-tacular Game Show V2Alex B, Tyler H, Adriana V, Pablo B, Marylia G30m
A fast, correction-driven panel that quizzes on concrete OpenTelemetry rules: API vs SDK roles, instrumentation scope not library, async metric instruments…
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Scaling Telemetry To Terabytes: Applying Google's Principles To OpenTelemetry...Raphael Menderico24m
Describes running a planet‑scale time‑series DB Monarch that holds ~100 billion series and ~800 TB in memory, and moving from pull to a push client to avoid…
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Accelerating Science, Decelerating Carbon: Sustainable Computing...Laura Llinares, Amine Lahouel26m
CERN builds a metrics-driven framework that maps per-pod energy and cost to CO2 using OpenCost and Kepler with Prometheus exporters, collecting…
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To Make an SLO, First You Must Invent the Universe: OpenTelemetry Collection From Scra...Cail Young24m
A multi‑region Kubernetes pipeline is built to do in‑region sampling with an OpenTelemetry Collector front end and a vendor dynamic sampler called Refinery…
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Observability in the Matrix: Choosing the Right AI Agent To Escape the ChaosHenrik Rexed31m
Benchmarks cover 13 failure scenarios across Kubernetes, Gateway API and app-level faults, testing Kagent, HomeGPT and Symposium with hosted and self‑hosted…
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Observability Through Users' Eyes and How To Fix the Knowledge Disc...Iris Dyrmishi, Hélia Barroso24m
Systems accumulate telemetry until costs and noise overwhelm operators, not because instrumentation is missing but because ownership and upkeep are. Empirical…
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From Pods To PUE: A Digital Twin Approach To Sustainable Kubernetes InfrastructureMatteo Bunino23m
Claims a Kubernetes-native digital twin named Julie that uses Prometheus telemetry, Kepler/eBPF and the DRA API to compute per-node power headroom and predict…
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Parity in Observability Across Different PlatformsKirill Mikhailov, Liam Harrington25m
Riot Games operates 300 Kubernetes clusters with 20,000 deployments and 150,000 pods and builds an automated pipeline that parses observability definitions…
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One YAML To Rule Them All: Declarative ConfigJamie Danielson20m
OpenTelemetry declarative configuration reaches a stable release after five years and lets one YAML file configure tracing and metrics across JavaScript, Java…
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Let Me Be Your OpenTelemetry ChampPavol Loffay, Nicolas Wörner25m
A prototype OpenTelemetry MCP Server lets an AI agent inspect live telemetry, propose collector configs and upgrade paths, and automate tasks like automatic…
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OpenTelemetry Gateways: Enforce, Transform, RouteJuraci Paixão Kröhling, Natalie Ujuk32m
Centralized OpenTelemetry collector gateways validate, transform, and route telemetry so enforcement happens once instead of across thousands of agents…
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Observability Without Borders: The OpenTelemetry Collector in a WebA...Evan Bradley, Pablo Baeyens23m
OpenTelemetry Collector compiles to WebAssembly so it can run in browsers and other Wasm runtimes; about 90% of components compile today and a demo shows a…
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When the Codebase Starts Instrumenting ItselfWhitney Lee24m
Builds an AI agent called Spiny-backed Orb-weaver that reads a Weaver registry, instruments JavaScript code with OpenTelemetry spans, updates the registry and…
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Lightning Talk: A Drop-in System To Accelerate Metrics Observability by 100x Us...Milind Srivastava13m
Claims a 100x reduction in query cost and latency by computing streaming precomputation and sketch-based approximations as a drop-in accelerator for an…
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Lightning Talk: Semantics Matter! Lessons From Stabilizing OpenTelemetry’s System Conv...Roger Coll10m
After two years the system semantic conventions reach a process namespace release candidate and the group chooses concrete names and math: CPU time becomes the…
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Lightning Talk: Grasp the Real Worth of Your Microservices by Brewing a Truth Poti...Yash Bhatnagar11m
Algorithmic recommender evaluates real importance by clustering apps by resource requests and comparing median resource and network usage to produce weighted…
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Lightning Talk: “Metrics That Lie”: Understanding OpenTelemetry’s Cardinality Capping...Cijo Thomas11m
OpenTelemetry SDKs enforce cardinality capping (defaults ~2,000) by folding unseen attribute combinations into a single overflow attribute, preventing OOMs but…
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Closing Remarks02m
Conference wrap confirms CFP open for Salt Lake with two tracks, KubeCon + CloudNativeCon will be in Mumbai (18–19 June 2026), Yokohama (29–30 July 2026) and…
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Beyond Dashboards: Cultivating the Observability MindsetO. Hope Amaechi-Okorie25m
Dashboards often show activity but not meaning: visibility without interpretation leaves teams confused. Observability requires targeted metrics driven by…
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