Tag: infrastructure optimization
Why Traditional SLOs Are Failing at Hyperscale: Building Context-Aware Reliability Contracts
Muhammad Yawar Malik | | adaptive reliability, AI-driven scaling, business-aligned reliability, context classification, context propagation, context-aware reliability, context-driven SLOs, cost reduction, devops, dynamic SLOs, gitops, hyperscale reliability, infrastructure optimization, multi-service reliability, observability, performance optimization, post-mortem analysis, predictive scaling, reliability budgets, reliability contracts, reliability engineering, reliability marketplace, site reliability engineering, SLA management, SLO optimization, SREDiscover 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 ...
System Initiative Adds AI Agents to Infrastructure Automation Platform
Mike Vizard | | Adam Jacob, AI agents, AI in DevOps, AI-powered DevOps, autonomous AI, cloud automation, compliance guardrails, devops automation, DevOps workflows, digital twin, infrastructure as code, infrastructure automation, infrastructure misconfigurations, infrastructure optimization, infrastructure resilience, IT infrastructure management, IT operations, knowledge graph, policy checks, System InitiativeSystem Initiative introduces autonomous AI agents to its infrastructure automation platform, using digital twins to help DevOps teams safely optimize and manage IT environments ...
