Discover how context-aware reliability contracts (CARC) redefine SLOs for hyperscale systems—optimizing uptime, reducing infrastructure spend by 33%, and aligning reliability with business value across user tiers, regions, and workloads.
Why Your SLO Dashboard is Lying: Moving Beyond Vanity Metrics in Production
Discover how redefining service level objectives (SLOs) around business impact — not vanity uptime metrics — reduced incidents by 75% and saved $2.3M in lost revenue.
AIOps for SRE — Using AI to Reduce On-Call Fatigue and Improve Reliability
Site reliability engineering (SRE) has become an emergent niche practice invented at Google to become a foundation of contemporary enterprise performance worldwide. With the continued growth of microservices, a multi-cloud infrastructure and continuous deployment pipelines adopted by organizations, the operational surface area has increased to the extent that human personnel cannot monitor and manage it in real time. The effectiveness […]
Context Engineering: The Next Frontier in AI-Driven DevOps
Imagine a world where your on-call alerts are not just a cryptic message, but a rich, contextualized story of what’s happening, why it’s happening, and how to fix it. This is the promise of context engineering, a concept poised to redefine the role of artificial intelligence in DevOps. While AI has long been touted as […]
When Metrics Overwhelm: How SREs Help Engineers Reclaim Focus
Observability promised insight but delivered alert fatigue. Learn how SREs are redefining observability to empower developers and restore real engineering value.
Nominations Are Open: DevOps Dozen 2025
The DevOps Dozen 2025 awards are open. Celebrate community leaders and tools shaping DevOps, from AI to platform engineering and supply chain security.
Datadog Adds Raft of Additional AI Agents and Tools to Portfolio
Datadog at its DASH 2025 conference today previewed a raft of artificial intelligence (AI) agents that automate tasks ranging from assessing infrastructure alerts that normally require the expertise of a site reliability engineer (SRE), to fixing code and triaging cybersecurity issues using the company’s security information event management (SIEM) platform. In addition, Datadog is also […]
Ciroos.AI Preps AI SRE Agents Trained to Automate Incident Management
Ciroos.AI this week emerged from stealth to provide early access to a set of artificial intelligence (AI) agents that have been trained to augment site reliability engineers (SREs). Fresh off raising $21 million in additional funding, Ciroos.AI CEO Ronak Desai said the SRE Teammate provides access to multiple extensible AI agents that have been trained […]
Site Reliability Engineering State of the Union for 2024: Embracing Innovation and Efficiency in the Age of Generative AI
SRE practices are set to undergo significant transformations, driven by technological advancements and changing organizational needs.
SRE in the Age of AI
Site reliability engineering (SRE) is a concept introduced by Google in 2004 and since then it has been adopted by various leading software organizations. In its purest form SRE is what you get when you treat operations like it is a software problem. Industry-leading reports point out the strategic value that SRE offers to the […]
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