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The latest News and Information on Observabilty for complex systems and related technologies.

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Preparing for cloud failures: Monitoring strategies for distributed hybrid infrastructure

Preparing for cloud failures: Monitoring strategies for distributed hybrid infrastructure

Nov 7, 2025 By Site24x7 In Site24x7
When AWS experienced its recent outage, the ripple effect was immediate. Critical workloads slowed, dashboards went blank, and many teams realized multi-cloud isn't automatically resilient. Cloud-level failures are inevitable due to the interdependent components and complex IT architecture. The recent AWS disruption reminded many teams that the cloud isn't a magic uptime guarantee. Even the most mature providers can-and do-experience large-scale service interruptions.
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VictoriaMetrics

AI Agents Observability with OpenTelemetry and the VictoriaMetrics Stack

Nov 7, 2025 By Alexander Marshalov In VictoriaMetrics
Nowadays, AI agents are becoming more and more popular and often deployed as part of production systems. However, this rapid adoption brings unique observability challenges that require flexible solutions. On the one hand, AI agents are fundamentally just like any other software services that produce the same classic observability signals we’re familiar with: metrics, logs, and traces.
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Kentik

From Observability to Network Intelligence: How Kentik Built the Foundation for Networks That Think

Nov 5, 2025 By Mav Turner In Kentik
The age of dashboards is ending, as observability has only created more noise for network teams to sift through. Kentik SVP of Product, Mav Turner, lays out why true network intelligence requires a clean, contextual data foundation to finally create a network that thinks.
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atatus

Top Observability Tools for 2026: The Definitive Guide

Nov 4, 2025 By Sindhu In Atatus
As we move toward 2026, observability is evolving from an engineering luxury to an operational necessity. Modern applications span microservices, containers, APIs, and data pipelines and when something breaks, users expect instant recovery. That urgency is fueling rapid market growth. According to Market.us, the Global Data Observability Market is projected to reach several billion dollars by 2033, growing at a CAGR exceeding 20% between 2024 and 2033.
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ScienceLogic

From Telemetry to Truth: Why Observability Must Be Service-Centric

Nov 4, 2025 By ScienceLogic In ScienceLogic
Modern enterprises depend on systems that appear calm: dashboards glow, availability reads steady, and metrics suggest composure. But the signals only tell part of the story. Conversion softens at the margins, regional sign-in times drift, a compliance report misses an expected field. The puzzle isn’t visibility; it’s meaning. Components describe status; services carry outcomes.
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spike

Observability vs. Monitoring: What's the Difference?

Nov 4, 2025 By Randhir Kumar In Spike
Modern systems are complex, distributed, and fast-changing, so keeping them reliable requires more than watching dashboards. Observability vs. Monitoring explains how teams gain the deep insight needed to detect, diagnose, and resolve issues. Monitoring collects predefined metrics and alerts you to known problems, while observability provides rich, contextual telemetry to investigate unknown failures.
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honeycomb

Coffee and Claude: How Honeycomb MCP Makes AI Work for You

Nov 4, 2025 By Rox Williams In Honeycomb
If you caught our recent Introducing Honeycomb MCP: Your AI Agent’s New Superpower webinar, you know it was a lively mix of big ideas, demos, and a few laughs about the messy, fast-moving world of AI. Hosted by Austin Parker, Morgante Pell, and James Bland from AWS, the conversation explored how Honeycomb’s new Model Context Protocol (MCP) is changing the way developers and AI agents interact with data.
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atatus

Observability vs. Monitoring: Key Differences Explained (2026 Guide)

Nov 3, 2025 By Sindhu In Atatus
People often get confused between Monitoring and Observability, using the terms interchangeably in DevOps. However, they represent two distinct yet complementary concepts that play a crucial role in ensuring application reliability and performance. As modern applications evolve, over 90% of new digital services are built using microservices and cloud-native architectures. Traditional monitoring alone can’t provide full visibility into distributed systems.
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catchpoint

Observability 2025 Decoded: What the DZone Report Means for SLO-Driven Ops

Oct 30, 2025 By Gerardo Dada In Catchpoint
DZone’s 2025 Intelligent Observability Trend Report captures a real inflection point: teams are shifting from “more data” to outcome-driven practices that improve resilience and accountability. The survey was gathered between August 28 and September 25, 2025, from a global pool of developers, architects, and IT professionals.
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