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

honeycomb

15 Best AI Observability Tools for Production Teams in 2026

Jul 10, 2026 By Shabih Syed In Honeycomb
AI applications generate far more than model outputs. Every request includes prompts, retrieval, tool calls, agent steps, latency, token usage, and evaluation signals that all contribute to the final response. When something goes wrong, engineering teams need to understand what happened, why it happened, what it cost, and whether the outcome met quality expectations.
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ManageEngine CloudSpend tutorial: Cost allocation report for AWS, Azure, and GCP

Jul 10, 2026 By ManageEngine Site24x7 In Site24x7
Learn how to use the Cost Allocation report in ManageEngine CloudSpend to accurately split, track, and attribute your multi-cloud spend across AWS, Azure, and GCP. This step-by-step tutorial shows you how to create a cost allocation, choose accounts, apply labels, configure allocation levels, and read the hierarchical allocation report by cloud, account, and region. Cost allocation is the foundation of FinOps. It tells you exactly which teams, projects, and cost centers are driving your cloud bill so you can charge back, budget, and optimize with confidence.
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selector

Selector Named as a Representative Vendor in the 2026 Gartner Market Guide for Agentic NetOps Software

Jul 10, 2026 By Dallon Robinette In Selector
Network teams have never been short on expertise. What they are short on is time. As enterprise environments stretch across on-premises infrastructure, cloud, and service-provider domains, the work of investigating issues, validating changes, and coordinating a response across tools and teams has outrun what human-driven operations can sustain.
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auvik

How to Know If Your MSP is Ready for Network Monitoring Tools

Jul 10, 2026 By Amanda Doucette-Lachapelle In Auvik
Network monitoring is a cornerstone of running a profitable MSP. If you don’t have network visibility, you’re constantly on the back foot and reacting to client complaints. That’s why MSPs of all sizes typically implement some level of network monitoring. However, what a good set of network monitoring tools looks like for one organization won’t necessarily work for another.
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scout

Unified Logs, Traces, and Errors: Why One Tool Beats Three

Jul 10, 2026 By Sarah Morgan In Scout
Last updated: July 2026 Your Rails app throws a 500. You open Sentry and find the exception. The stack trace points to a controller action, but it does not tell you why the database call failed. You switch to Datadog and search for the request trace. The trace shows a 3-second query, but you do not know what the application was logging at that moment. You open your log aggregator, paste in the request ID, and scroll through output until you find the slow query log line that explains the lock contention.
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How Agentic AIOps & Autonomous IT Are Revolutionizing IT Operations | LogicMonitor + IBM

Jul 10, 2026 By LogicMonitor, Inc. In LogicMonitor
Discover how LogicMonitor and IBM, alongside Edwin AI, are transforming modern IT operations. In this panel discussion, Garth Fort (Chief Product Officer at LogicMonitor) and industry experts break down how businesses are moving past basic observability to embrace self-healing automation and autonomous IT across complex hybrid environments.
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datadog

Making agentic token costs visible in production

Jul 10, 2026 By Datadog In Datadog
In some organizations, high token counts have become a proxy for productivity. Some engineering teams are being pushed to max out context windows and wire in sprawling tool sets. More tokens can mean better agent reasoning and richer context during development, but token costs compound in production. Tokens accumulate across sessions, users, and tool calls in ways that are easy to overlook. Datadog’s 2026 State of AI Engineering report quantifies the scale of this problem.
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motadata

What Is Observability 2.0? Meaning, Key Features, and How to Adopt It

Jul 10, 2026 By Ramya Shah In Motadata
How many tools does your team need to answer one question about production? For most enterprise IT teams the honest count is four: a metrics dashboard, a log analyzer, a tracing tool, and the spreadsheet where someone stitches the other three together during an incident. Each of those tools stores its own copy of the truth and sends its own bill.
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motadata

Smart City Monitoring: How Network Visibility Keeps Cities Online

Jul 10, 2026 By Poonam Lalani In Motadata
What happens when a city's traffic signals freeze at rush hour and nobody in the operations center knows why? For the teams running a connected city, that gap between a failure and its first clue is the worst place to be. Smart city monitoring closes that gap. It gives operators a live view of every network, device, and service the city runs. A fault gets caught and traced before citizens ever feel it. Without that visibility, small problems stay hidden until they spread.
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