AI is changing the reliability game for SREs
Tldr; SRE is maturing, but AI workloads are making reliability harder to define, validate, and automate. The data points to a clear pattern: teams have adopted the right practices, but…
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Instrument serverless apps with agentic onboarding
Serverless platforms like AWS Lambda, Google Cloud Run, and Azure Container Apps let teams run applications without managing infrastructure. However, getting full visibility into those workloads has traditionally required a…
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How we migrated a live routing system using AI-assisted refactoring
When the storage backend for Stream Router hit hard limits, we needed to redesign its data model and migrate it to a new storage architecture without disrupting live production traffic….
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LLMs and AI Chatbots and Agentic Agents (Oh my!)
Hi there, this is the first of a few posts trying to help folks who are trying to understand a little more about AI so that some of the jargon…
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Answer any cost question faster with the Cloud Cost skill in Bits Chat
Managing cloud, AI, and SaaS costs means answering a steady stream of questions from finance, leadership, and engineering teams. What changed? Which team owns the spend? Was an increase expected?…
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Open Source LLMs vs Open Weight LLMs vs Proprietary LLMs
If you’re anything like me, you’ve heard of Meta. You’re also at least vaguely aware of Meta’s Frontier LLM called “” “Llama” which Meta markets as “open source” but for…
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How we brought agentic workflows to Cloud SIEM with the Datadog MCP Server
Security engineers using Cloud SIEM spend their day-to-day investigating signals, tuning detection rules, managing suppressions, running historical jobs across interconnected workflows, and more. Agents are becoming a practical way to…
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Dynatrace observability is now a Kiro power
In this blog, we’ll introduce the Kiro power for Dynatrace, show what it unlocks for developers, and walk you through how to get it up and running. What is the…
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Orchestrate multicloud AI agents for autonomous incident resolution
Cloud SRE Agents is a Dynatrace app that orchestrates AWS®, Azure®, and Google® AI agents for automated investigation and resolution assistance for incidents across multicloud environments. Cloud SRE Agents routes…
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How Datadog uses AI to build internal software delivery tools and improve system performance
At Datadog, we want our developers to become better at using AI tools with the end goal of building quality software, faster, that generates real value. This includes not only…
