Social Media Ideas for Observability

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...

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.

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...

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

Beyond the Wall of Charts: How Advanced Observability Displaced the Telemetry Dashboard

For the past decade, the gold standard of Site Reliability Engineering (SRE) was "all your telemetry in one place, beautifully rendered." Centralized platforms allowed teams to bui...

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.

The Four Pillars of Observability

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...

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,...

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...

The Telemetry Tax: Architecting Zero-Allocation Event Observability at 15B+ Daily Event Scale

Throughout my career, observability and monitoring systems have played a very important role in system stability, availability, and scalability when architecting, whether a system...

Daily Dose of DevOps — Kubernetes observability: for regulated workloads

Kubernetes observability: for regulated workloads Scale converts an informal convention into an outage mechanism. For kubernetes observability for regulated workloads, the decisi...

Making Database Optimization Measurable with Query Observability

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

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.

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.

Visibility Without Intervention Is Becoming Operationally Irrelevant

Visibility has become a baseline capability. The differentiator is whether the enterprise can convert an event into a prioritized intervention before the operating window closes. T...

Traces to Insights: Evaluating LLM Apps

Originally appeared on OmbuLabs.ai.Tracing helps answer an important question: what happened? But knowing what happened isn’t the same as knowing whether it was any good. That’s wh...

How Observability and AIOps Improve IT Operations Efficiency

In today’s ever-evolving technological landscape, modern IT environments typically span across cloud, on-prem, and hybrid systems. These systems communicate and generate telemetry...

Part 3: End-to-End Tracing and Observability Across Goose, agentgateway, and Quarkus

Enterprise context — Acme FinServ. SOC 2 CC7 (system monitoring) requires that Acme can detect and investigate anomalous activity. When an agent-driven workflow touches customer da...

Observe by SnowflakeにAIエージェントオブザーバビリティが登場

Observe by Snowflakeのエージェントオブザーバビリティ（近日提供予定）は、品質、コスト、パフォーマンスを追跡し、AIエージェントの監視、デバッグ、評価を支援します。

За рамками APM: что подключают к мониторингу в первую очередь

Когда мы говорим об APM мониторинге сразу вспоминаются трассировки запросов, мониторинг CPU и памяти, Real User Monitoring. И это логично: именно APM-функциональность являются золо...

Customer Journey Observability: From Impact to Root Cause

See how companies are using customer journey graphs in Observe by Snowflake to start incident investigation at business impact and reach root cause faster.

What Cardinality in Monitoring Means for Observability

Detailed tracking labels help you quickly isolate system errors, but these limitless variables can also crash dashboards and inflate cloud budgets. In this guide, you will learn wh...

The AI Metric That Matters Is Cost per Successful Task

A practical way to tell whether an AI Agent delivered the outcome a user wanted, and what that outcome cost.Continue reading on Observability, Applied В»