Operations | Monitoring | ITSM | DevOps | Cloud

datadog

How microservice architectures have shaped the usage of database technologies

Dec 22, 2025 By Bowen Chen In Datadog
In the late 2000s, the big question in database design was SQL or NoSQL. While relational databases had long held their ground, document and key-value stores were emerging as serious alternatives. Many predicted a zero-sum, winner-take-all outcome. But when we look at how organizations are using database technologies today, no single tool or category has dominated the landscape.
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Get started with Grafana Alerting: Link alerts to visualizations

Dec 22, 2025 By Grafana In Grafana
In this tutorial you will learn how to link alert rules to time series panels for better visualization. Don't miss the rest of the "Get started with Grafana Alerting" series! Each part dives into a different feature to help you get the most out of alerting in Grafana.
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broadcom

Top 3 Trends Defining Network Observability in 2026

Dec 22, 2025 By Yann Guernion In Broadcom
As we enter 2026, the dust has settled on the initial explosion of hybrid work and cloud adoption. The "new normal" is no longer new; it is simply operations as usual. However, the tools we use to manage this ecosystem are undergoing a massive correction. The fragmented, tool-sprawl approach of the early 2020s is proving unsustainable in the face of growing network complexity. Network operations teams are no longer looking for more data; they are looking for better answers.
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harness

Theory to Turbulence: Building a Developer-Friendly E2E Testing Framework for Chaos Platform

Dec 22, 2025 By Vedant Shrotria In Harness
Chaos fault validation must be safe, predictable, and measurable. High setup friction blocks adoption and slows feedback loops. API-driven execution beats manual YAML workflows. Real-time logs and smart target discovery speed debugging. Dual-phase validation ensures impact and recovery. Strong DX enables faster, scalable chaos testing. As an enterprise chaos engineering platform vendor, validating chaos faults is not optional — it’s foundational.
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request metrics

New Option: Preserve URL Casing

Dec 22, 2025 By Todd H. Gardner In Request Metrics
Most web servers treat URLs as case-insensitive. A request to /About-Us lands on the same page as /about-us or /ABOUT-US. So when Request Metrics captures your traffic, we normalize all URLs to lowercase to prevent these duplicates from cluttering your reports. But not every system works that way. Some web frameworks (looking at you, Node and Python) treat URL casing as meaningful. /User/Profile and /user/profile might be completely different routes.
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Teneo

Calm Under Pressure: Ending the Year Without the Fire Drills

Dec 22, 2025 By Teneo In Teneo
From the outside looking in, I have seen that year end in financial services is not for the faint-hearted. Markets tighten, trading volumes swell, payment systems hit their annual peak, and regulatory reporting deadlines stack up like dominoes. In this environment, even a few seconds of lag can mean missed trades, delayed transactions, frustrated clients, or worse, financial loss and reputational damage. This is precisely when IT needs to be at its calmest.
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How to build AI agents with n8n and relaxAI: Live webinar

Dec 22, 2025 By Civo In Civo
You have the ideas, now learn how to turn them into production-ready AI agents. Join us on January 21st at 5:00 PM for a live webinar featuring Ben Norris, AI Engineer at Civo, and Sophia McKee, COO at Civo. We will demonstrate how to design, build, and deploy intelligent agents using n8n’s visual workflow automation platform, all powered by secure, UK-hosted infrastructure from relaxAI. You'll learn how to orchestrate tools, APIs, and LLMs to create scalable automations without needing deep coding expertise.
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signoz

Reducing OpenTelemetry Bundle Size in Browser Frontend

Dec 22, 2025 By Elizabeth Mathew In SigNoz
When I was building applications, I used to always rely on the DevTools console of my web browser to examine logs in the frontend. But, with UI log messages only being accessible within your browser rather than forwarded to a file somewhere, which is the common pattern with backend services, losing visibility of this resource when triaging user issues was a real dilemma.
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99%+ Accuracy on a Moving Target: Model Deprecation and Reliability with Not Diamond

Dec 22, 2025 By Rootly In Rootly
Shipping systems powered by LLMs would be hard enough if the models stayed the same. But in reality, they don’t. Models get updated and deprecated at a pace traditional software wouldn’t. All while teams are still expected to hit reliability targets that look a lot like traditional SLAs.
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