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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

site24x7

How to Automate Alerts for Critical Directory Changes with Site24x7 Server Monitoring

Feb 5, 2026 By Geoffrin Edwin In Site24x7
It takes just one misconfigured deployment script to silently dump TBs of debug logs into a production server's/var/log directory. By the time anyone notices, the disk will be at 98% capacity, and multiple microservices would have already crashed. Incidents like these usually take hours to remediate and cost the team an entire sprint's worth of goodwill with stakeholders. This should never happen.
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What you missed at OTel Unplugged 2026 in 8 minutes!

Feb 5, 2026 By Bindplane In ObservIQ
OTel Unplugged 2026 was different by design. Held alongside FOSDEM in Brussels, this was an unconference built by the OpenTelemetry community, for the community. No sales pitches. No product demos. Just honest conversations about what’s working, what’s broken, and where OTel needs to go next. In this recap, you’ll hear short interviews and reflections from engineers, maintainers, and practitioners on.
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influxdata

How to Use Pandas Time Index: A Tutorial with Examples

Feb 5, 2026 By Company In InfluxData
Time series data is everywhere in modern analytics, from stock prices and sensor readings to web traffic and financial transactions. When working with temporal data in Python, pandas provides powerful tools for handling time-based indexing through its DatetimeIndex functionality. This tutorial will guide you through creating, manipulating, and extracting insights from pandas time indexes with practical examples.
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Heartbeat behind the metrics | Raghavan on building Site24x7

Feb 5, 2026 By ManageEngine Site24x7 In Site24x7
How do you build an observability platform that keeps up with constant change? In this episode of Heartbeat Behind the Metrics, Srinivasa Raghavan Santhanam, Director of Product Management at Site24x7, reflects on more than 15 years with the product and what he sees as its quiet strengths. He talks about GenAI as a hidden gem inside Site24x7, and you'll hear a standout customer story where a large Indian enterprise replaced 12 different tools with Site24x7, consolidating everything into a single platform. For him, that moment confirmed the platform’s ability to solve multiple problems at scale.
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motadata

What Is Alert Noise Reduction? Techniques & Tools

Feb 5, 2026 By Arpit Sharma In Motadata
Modern IT environments are noisy. The sheer volume of telemetry data coming forth every second from microservices, hybrid clouds, and containerized applications is just extraordinary. In IT Operations, NOC teams, and Site Reliability Engineers (SREs), this data is crucial, but only if it can be acted upon. When it’s not like this, everything becomes a background noise.
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coralogix

Beyond a Billion Spans: Using Highlights for High-Speed Root Cause Analysis at Scale

Feb 5, 2026 By Jonny Steiner In Coralogix
In late 2025, we introduced Trace Highlight Comparison. This capability was designed to solve the problem of having too many spans. This causes technical and financial challenges when identifying performance patterns within high-volume telemetry streams. The goal is to avoid massive indexing costs and eliminate the ingestion latency associated with indexing every record. However, knowing these trends is only half the battle.
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honeycomb

How Honeycomb Supercharges OpenTelemetry for AI

Feb 5, 2026 By Fahim Zaman In Honeycomb
It has become common knowledge that the nature of software development has changed as AI-code generation and agent-based features gain adoption. In perhaps a more subtle shift, the fundamentals of software instrumentation are changing too. As OpenTelemetry becomes the standard instrumentation layer across enterprises, with thousands of developers (many from Honeycomb) actively contributing to it, the nature of the telemetry data captured itself is evolving to meet the growing demand for rich context.
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request metrics

Understanding Lighthouse: First Meaningful Paint

Feb 5, 2026 By Todd H. Gardner In Request Metrics
You’re reading an old performance article, and it keeps talking about “First Meaningful Paint.” You search for how to improve it, but every tool gives you different advice. Some don’t mention it at all. What’s going on? Here’s the short answer: First Meaningful Paint is dead. Google deprecated it in Lighthouse 6.0 back in 2020 and removed it completely in Lighthouse 13. If you’re still trying to optimize for FMP, you’re chasing a ghost.
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