Operations | Monitoring | ITSM | DevOps | Cloud

What Is AI Search? How It Improves Your Search Results [Quick Question Ep. 1]

In this brief episode, I explore how AI is revolutionizing the way we search. From understanding user intent to personalizing results, ranking, summarizing, and even multimodal search, AI is transforming every aspect of search relevance and performance. If you’ve ever wondered whether you really need all this context in search, the short answer is: absolutely. Watch to learn how AI search works and why it matters more than ever in the age of artificial intelligence.

A Telecom CIO's Playbook to Harnessing AI for Customer Retention

Every customer lost costs telecom providers five to seven times more than keeping an existing one. The industry experiences 15-25% annual churn rates, resulting in billions of dollars in lost revenue, as competitors readily absorb these dissatisfied customers. Warning signs typically manifest before departure, but traditional detection methods often identify them too late, after customers have already decided to switch providers.

FireHydrant MCP Server User Guide

Tips and best practices to help you get up and running with FireHydrant's Model Context Protocol integration. Manage incidents, alerts, and retrospectives directly through AI assistants like Claude or Cursor. Welcome to the FireHydrant MCP Server user guide! This guide will help you get up and running with FireHydrant's Model Context Protocol integration, allowing you to manage incidents, alerts, and retrospectives directly through AI assistants like Claude or Cursor.

Will AI Speed Development in Your Legacy App?

Some people can get an AI assistant to write a day’s worth of useful code in ten minutes. Others among us can only watch it crank out hundreds of lines of crap that never works. What’s the difference? There are some skills specific to AI development. There are also properties of the codebase we’re working in that make it amenable to AI assistance. Most AI demos use projects created from scratch with AI in mind—cute.

The AI Monitoring crisis that no one's talking about

When I spoke at AWS London earlier this year, I had the chance to discuss something that more and more teams are starting to feel: traditional observability doesn’t cut it for AI systems. In AI, “Is it running?” is no longer enough. We have to ask, “Is it right?” When I delivered that line, I saw the heads nodding. Everyone’s excited to build with LLMs, but when it comes to actually monitoring them in production? That’s where things fall apart.

5 Best AI Humanizers in 2025 (Rewrite AI Content for Free)

AI-generated drafts are faster to produce, but often feel robotic-and can be flagged by detectors like GPTZero, Originality.ai, and Turnitin. AI humanizers transform those drafts into naturalsounding text that reads like it came from a real person and bypasses the strictest detection systems. Here are the top five tools you need to know.

I built an MCP Server for Observability. This is my Unhyped Take

Recently, I read a blog titled “It’s The End Of Observability As We Know It (And I Feel Fine)”, which discussed MCP servers in observability and how these systems would potentially be the “end of observability”. As someone who has spun up an MCP server for an observability backend and as someone who has been in the space for a while, I certainly do not think so.

Release v2.6: MCP Server, AI Insights Enhancement, Okta SCIM Integration, SNMP Monitoring and more.

Netdata 2.6.0 is here and it’s our most intelligent release yet! This version brings AI-powered monitoring, easier network visibility, and smoother enterprise integrations, all designed to help you troubleshoot faster and scale smarter. What's New: Netdata Referral Program Every referred user will get a 10% discount when they subscribe to Netdata Business or Homelab - and you will receive 10% of their subscription value (up to a max of 1000$ per space). You can refer an unlimited number of users, so there's no real limit to how much you can earn with the referral program.