#mlops | CurrentStackArticles tagged with #mlops on CurrentStack.https://currentstack.io/en-usKubeCon 2026 Inference Shift: A Platform Playbook for Dapr Agents and Kubernetes AI Runtimehttps://currentstack.io/stories/kubecon-ai-inference-dapr-agents-platform-playbook-2026/https://currentstack.io/stories/kubecon-ai-inference-dapr-agents-platform-playbook-2026/How to prepare Kubernetes platforms for inference-heavy workloads with durable agent orchestration, GPU scheduling, and reliability guardrails.Mon, 30 Mar 2026 00:00:00 GMTkubernetesaiplatform-engineeringsite-reliabilitymlopsTurboQuant and the New Quantization Race: A Production Playbook for LLM Teamshttps://currentstack.io/stories/turboquant-llm-quantization-production-playbook-2026/https://currentstack.io/stories/turboquant-llm-quantization-production-playbook-2026/Reports of major compression advances renew the quantization race. Here is a practical path to ship lower-cost inference without quality collapse.Sun, 29 Mar 2026 00:00:00 GMTaillmperformancemlopsarchitectureSmall Model Edge Voice Inference: Production Guide for 2026https://currentstack.io/stories/small-model-edge-voice-inference-production-guide-2026/https://currentstack.io/stories/small-model-edge-voice-inference-production-guide-2026/A practical architecture for deploying low-latency small voice models at the edge with observability, fallback strategy, and cost discipline.Sat, 28 Mar 2026 00:00:00 GMTaiedgemlopsperformanceplatform-engineeringreliabilityDefense AI Contracts at Scale: Software Assurance Controls from Day Onehttps://currentstack.io/stories/defense-ai-contracts-software-assurance-playbook-2026/https://currentstack.io/stories/defense-ai-contracts-software-assurance-playbook-2026/Large defense AI procurement deals demand modern software assurance, from secure MLOps baselines to reproducible model governance and audit-ready delivery.Sun, 15 Mar 2026 00:00:00 GMTaisecuritycompliancemlopsenterpriseHardware-Aware LLM Selection: Turning Model Choice Into an SRE Disciplinehttps://currentstack.io/stories/hardware-aware-llm-selection-ops/https://currentstack.io/stories/hardware-aware-llm-selection-ops/Why teams need reproducible model-to-hardware routing policies as local inference and heterogeneous fleets expand.Sun, 08 Mar 2026 00:00:00 GMTaimlopsplatform-engineeringperformancereliabilitySovereign AI Procurement in 2026: Building an Evaluation Stack Before Rollouthttps://currentstack.io/stories/sovereign-ai-procurement-evaluation-stack/https://currentstack.io/stories/sovereign-ai-procurement-evaluation-stack/A practical framework for governments and regulated enterprises evaluating domestic AI models for broad internal deployment.Sun, 08 Mar 2026 00:00:00 GMTaienterprisecomplianceplatformmlops