DevOps / MLOps / AIOps
DevOps Tools & Platforms
- 2026 DevOps Trends You Can't Ignore - Top DevOps trends include autonomous self-healing pipelines, platform engineering, AI-driven workflows, and daemonless containers. Source: Talent500
- 6 Software Development and DevOps Trends Shaping 2026 - Teams are adopting AI copilots, new platforms, increased automation, and enhanced security checks in their DevOps practices. Source: Codex
- How AI Will Redefine DevOps in 2026 - Intelligent DevOps 2026 features autonomous delivery systems that learn from every release to continuously improve. Source: DevOps Digest
MLOps Platforms
- The Enterprise AI Platform Market Will Surpass $50 Billion in 2030 - Enterprise AI platform market projected to grow from $13 billion in 2024 to $50.3 billion in 2030 at 27.7% CAGR. Source: Verdantix
- From DevOps to MLOps (A Practical Guide for 2026) - Practical guide for DevOps engineers to upskill in MLOps and leverage existing skills in machine learning operations. Source: DevOpsCube
- Astronomer Releases State of Apache Airflow 2026 Report - Largest data engineering survey highlights Apache Airflow's criticality in enterprises and continued growth in ML workflows. Source: Astronomer
Container & Orchestration
- DevOps Engineering in 2026: Kubernetes as De Facto Standard - Kubernetes has become the standard for deploying and managing applications at scale in modern DevOps practices. Source: Refonte Learning
- EKS vs ECS 2026: Which AWS Container Service Should You Use? - EKS provides full Kubernetes compatibility and portability while ECS offers AWS-native container orchestration solutions. Source: SquareOps
AIOps & Intelligent Operations
- AIOps For IT Operations 2026 – Faster, Smarter IT Control - Move from reactive firefighting to predictive IT operations using machine learning, observability, and automation. Source: Prolifics
- New Relic Data Report: AIOps Drives 80% Higher Code Shipping Frequency - Users of New Relic's AI-strengthened observability shipped code at 80% higher frequency than non-AI users in 2025. Source: New Relic
- U.S. Firms Adopt Agentic Automation for Integrated Operations - Enterprises are embedding autonomous systems into core operations for resilience and efficiency gains. Source: BusinessWire
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