Latest updates for Observability

Fresh curated links around observability are collected here so marketers can spot useful updates and turn timely ideas into posts faster.

Recent items include:

  • Why Observability Needs a Context Graph
  • Observability in Kubernetes: From metrics to meaning
  • Наблюдаемость распределенных систем. Практика

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Fresh articles and ideas

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snowflake.com /1 week ago

Why Observability Needs a Context Graph

See how Observe by Snowflake's Context Graph turns raw telemetry into linked datasets, so engineers and AI agents can trace why incidents happen, not just what happened.

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cncf.io /1 month ago

Observability in Kubernetes: From metrics to meaning

Kubernetes made infrastructure more programmable, scalable, and resilient. It also made production systems harder to reason about. Workloads move, replicas churn, dependencies mult...

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habr.com /1 month ago

Наблюдаемость распределенных систем. Практика

Привет! Я — Алексей Бондаренко, работаю в команде авторизации Банки.ру.Сегодня хочется обсудить такую тему, как “Наблюдаемость распределенных систем”.  На эту тему уже сказано мног...

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snowflake.com /1 month ago

AI Agent Observability coming to Observe by Snowflake

Observe by Snowflake's Agent Observability (coming soon) helps teams monitor, debug and evaluate AI agents — tracking quality, cost and performance.

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blogs.cisco.com /4 days ago

State of Observability 2026 Reveals How Leaders Are Restoring Predictability to the Agentic Era

Agentic AI has made modern systems unpredictable by design, but Splunk's latest research reveals how leaders use observability to restore control and drive measurable business valu...

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ministryoftesting.com /1 week ago

Stop guessing, start seeing: the rise of Observability-Driven Testing

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theregister.com /3 weeks ago

Close the observability gap with agentic observability

SPONSORED POST: How agentic AI, real-time visibility, and stronger governance can help enterprises protect critical services and manage increasingly complex IT environments.

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infoq.com /2 weeks ago

Presentation: Ontology‐Driven Observability: Building the E2E Knowledge Graph at Netflix Scale

Prasanna Vijayanathan and Renzo Sanchez-Silva share how Netflix tackles observability across 38M events/sec. They discuss replacing reactive monitoring with an AI-driven operationa...

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scrum.org /3 days ago

The Visibility You Think You Have Isn't the Visibility You Have.

Image  In Digital.ai's 2025 State of Agile, 55% of organizations said they have complete visibility into what they're building. In the same survey,...

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medium.com /3 weeks ago

Making Database Optimization Measurable with Query Observability

*Query Observability & Experimental Instrumentation*Continue reading on Medium »

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ministryoftesting.com /1 month ago

The Four Pillars of Observability

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machinelearningmastery.com /3 weeks ago

AI Agent Observability: Logging, Tracing, and Debugging Explained

Chain Visualization: Reading the Trace Waterfall The spans from the last section don't mean much as a raw list.

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Sources covering Observability

blogs.cisco.com

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feed.infoq.com

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feeds.feedburner.com

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habr.com

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medium.com

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cncf.io

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