How Datadog saves over $1 million each month by optimizing AI usage
Datadog achieved over $1 million in monthly AI cost savings by "rightsizing" model configurations, such as migrating from Claude Opus to Sonnet and adjusting tool effort levels. By…
Latest SRE & DevOps Articles
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Beyond the $1 AI era: How federal agencies can build the evidence for FY27 renewals
As low-cost OneGov AI promotions approach expiration in 2026, federal agencies must evaluate their platform usage and costs to prepare for FY27 renewals. Datadog Cloud Cost Managem…
The AI-Powered Help Desk Has a Bloat Problem
The article argues that relying on historical data for AI-driven IT support leads to "context rot" and fails to account for the rapid, decentralized changes in modern computing env…
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The Grafana AI SDK for Go: a shared foundation for building AI applications
Grafana Labs has updated the release cycle for both Grafana and Grafana Cloud to provide more predictable and frequent software deliveries. The new cadence aims to enhance stabilit…
The psychology behind the apps we use every day
This article explores how effective app design leverages psychological principles, such as reducing cognitive load and utilizing pattern recognition, to create intuitive and seamle…
SRE for EUC: Endpoint Reliability as the “Last Mile” of Site Resilience
While Site Reliability Engineering (SRE) has successfully optimized backend infrastructures, the endpoint device remains a critical "last mile" vulnerability that can nullify the b…
Confidently, Elegantly Wrong: How AI is Disrupting IT
The article argues that AI-powered IT service management is undermined by "context rot," a phenomenon where overwhelming models with excessive data actually degrades their reasonin…
From millions of log lines to actionable patterns in seconds with logs pattern analysis
Dynatrace's new log pattern analysis feature, currently in preview, automatically transforms massive volumes of unstructured log data into a handful of identifiable, actionable pat…
Building the Backbone of AI: How Internet Exchanges and Network-as-a-Service will Power the AI Era
This text serves as a comprehensive resource directory focused on the role of AI, IoT, and Big Data in driving industrial digital transformation. It highlights how technologies suc…
SRE best practices and platform engineering trends: How AI workloads raise demands on observability to meet reliability requirements
AI workloads are reshaping SRE and platform engineering by introducing new complexities in managing the reliability, performance, and cost of AI-driven systems. While AI provides s…
Your Innovators Hub, Built Around You
Ivanti has enhanced its Innovators Hub to provide a more personalized and connected experience through tailored content, integrated learning, and improved community engagement. The…
Endpoints will fail. The business cannot.
Citrix UniconOS introduces a dual-boot solution that installs a hardened, immutable recovery OS on the same device as Windows to ensure rapid endpoint resiliency against ransomware…