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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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Cortex Scorecards + DRIVE: measure engineering org health, not just output

Jul 10, 2026 By Cortex | Engineering Operations Platform In Cortex
Most engineering metrics track individual output. DRIVE measures the health of the system as a whole. In this Feature Friday, Director of Customer Education and Delivery Taylor Schmidt walks through Cortex's DRIVE scorecard and dashboard, a framework covering five pillars: delivery, reliability, initiatives, vigilance, and efficiency.
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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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Why AI agents need a job description | The future of agentic AI in IT

Jul 10, 2026 By Resolve In Resolve
An AI agent is only as useful as the job you can safely hand it. In this Zero Ticket Minute, Ian Coppock, Resolve Customer & Partner Marketing Manager, breaks down why enterprise AI is moving toward purpose-built agents with defined roles, scoped permissions, and real guardrails. That is the foundation for autonomous IT operations and Zero Ticket IT. Subscribe for weekly insights on AI, IT automation, and where enterprise operations are heading.
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