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honeycomb

Measuring Claude Code ROI and Adoption in Honeycomb

Jan 22, 2026 By Mae Capozzi In Honeycomb
At Honeycomb, we’ve been using Claude Code across our engineering team for a while. Anecdotally, I had a sense of who the power users were, and I had seen some examples of complex usage. But I wanted to be able to confidently answer questions, like: Claude Code supports OpenTelemetry out of the box, which means sending telemetry to Honeycomb takes just a few minutes of configuration.
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cloudzero

AI Anomaly Detection: Catch AI Cost Surprises Before They Kill Margins

Jan 22, 2026 By Lyne Carolyne In CloudZero
Consider this: traditional cloud cost monitoring was like checking your fuel gauge once a month — after the trip was already over. That model worked when infrastructure scaled slowly. You provisioned resources predictably and paid for stable, linear usage. AI breaks that model. Today, AI costs behave like a high-performance engine with a hypersensitive throttle. A small input, like a prompt change or a single power user, can dramatically increase your fuel burn in seconds.
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civo

An introduction to GPU time-slicing

Jan 22, 2026 By Jubril Oyetunji In Civo
GPUs are no longer a niche component. Gamers know them for immersive graphics, workstation users rely on them for balanced performance, and in the age of AI, GPUs have become one of the most in-demand resources in modern infrastructure. They are also expensive. That reality creates two immediate constraints, for individuals and enterprises alike: GPU-backed instances should be provisioned deliberately, and once provisioned, they should be used efficiently.
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How Smart Drone Technology Is Transforming Aerial Operations

How Smart Drone Technology Is Transforming Aerial Operations

Jan 22, 2026 By OpsMatters In OpsMatters
The rapid advancement of artificial intelligence (AI) has significantly enhanced the potential of drone technology, enabling smarter and more versatile aerial operations across various industries. Today's drones can perform highly complex tasks-from precision agriculture to streamlined logistics-making them indispensable tools for modern enterprises. A significant enabler in this space is the AI drone pilot, which leverages AI to deliver autonomous flight and intelligent decision-making at scale.
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Cheapest High-Speed Internet in Alabama 2026: Affordable Broadband Alabama 2026 Guide

Cheapest High-Speed Internet in Alabama 2026: Affordable Broadband Alabama 2026 Guide

Jan 22, 2026 By OpsMatters In OpsMatters
Alabama ranks 44th for broadband coverage and speed, according to the latest BroadbandNow report, and cost keeps two in five households offline while current subscribers pay about $74 a month. Fast, reliable internet is no longer a luxury-it powers remote work, virtual classes, telehealth, and family streaming nights that all need at least 100 Mbps. This guide identifies every Alabama plan that hits 100 Mbps for $50 or less, compares promo and regular rates, and flags fees to avoid when you set up service-especially if you're moving. Ready to save? Let's dive in.
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devart

How to Use PostgreSQL AI for Query Writing and Optimization

Jan 21, 2026 By Rosemary Asufi In Devart
PostgreSQL AI is gaining attention as SQL complexity increases in production environments. It addresses a common problem: extended queries that accumulate joins, nested logic, and edge cases. Without AI assistance, these queries are often harder to write and review, driving 20–40% of developer time into debugging. In practice, these challenges affect PostgreSQL users in different ways.
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logicmonitor

Why AI Automation for ITOps Needs Context Graphs

Jan 21, 2026 By Margo Poda In LogicMonitor
AI automation in ITOps fails because execution loses decision context, and context graphs turn incident history into durable execution memory that systems can actually reuse. AI automation for ITOps fails because it remembers what it did, but not why. Fixing an issue depends on what was tried last time, what failed, what worked, which exceptions were approved, and under what conditions. That information rarely lives in the system.
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