Operations | Monitoring | ITSM | DevOps | Cloud

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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dotcom-monitor

The Ultimate Blueprint for Successful Synthetic Monitoring Implementation

Dec 22, 2025 By Dotcom-Monitor In Dotcom-Monitor
In today’s digital world, the performance of websites and apps has a direct effect on sales, customer satisfaction, and brand reputation. Synthetic performance monitoring provides the proactive intelligence needed to ensure your application is always performing optimally. By simulating real user interactions from global locations before issues affect actual users, you transform from reactive problem-solving to proactive performance excellence.
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ScienceLogic

Configuration as Intelligence: The New Operating System of Resilience

Dec 22, 2025 By ScienceLogic In ScienceLogic
Modern IT operations live in constant flux. New tools appear, workloads shift to the cloud, architectures fragment, and every device, application, and user brings its own update rhythm. In this state of constant motion, reliability isn’t a static condition; it’s a dynamic discipline. For years, organizations have relied on observability and monitoring to keep systems running. But those tools only tell half the story.
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