⚙️ DevOps / MLOps / AIOps [28-Jan-2026]

 

DevOps / MLOps / AIOps

DevOps Tools & Platforms

DevOps Engineering in 2026: Essential Trends & Tools - In-depth guide covering top DevOps trends including AI-powered automation, DevSecOps integration, and platform engineering adoption. Source: Refonte Learning 

How AI Will Redefine DevOps in 2026 - Analysis of how next-generation delivery platforms will unify observability through OpenTelemetry standards. Source: DevOps Digest 

10 Observability Tools for Platform Engineers 2026 - Essential tools for achieving operational visibility and developer productivity in modern cloud-native environments. Source: Platform Engineering

MLOps Platforms

Top LLMOps Tools & Comparison with MLOps in 2026 - Valohai and other MLOps platforms now support reproducible pipelines with new LLMOps-friendly capabilities added. Source: AI Multiple 

Building ML Infrastructure: Prototype to Production - Guide covering MLOps platforms, cost optimization, and hiring strategies to avoid expensive platform migration mistakes. Source: Second Talent 

Enterprise AI Platform Market Growth Projection - Market expected to grow from $13B (2024) to $50.3B (2030) at 27.7% CAGR, driving rapid MLOps evolution. Source: Verdantix

Container & Orchestration

Kubernetes Fuels AI Growth - CNCF Annual Survey confirms Kubernetes has evolved from container orchestration to the backbone of modern AI infrastructure. Source: CNCF 

Kubernetes 1.35 Day 2 Operations Enhancements - Latest K8s version released December 2025 brings reliability and efficiency improvements for production workloads. Source: The New Stack 

82% of Companies Using Kubernetes - New CNCF data shows Kubernetes is now the standard orchestration platform for containerized applications at enterprise scale. Source: The Stack

AIOps & Intelligent Operations

AIOps for IT Operations 2026 - Move from reactive firefighting to predictive IT operations using machine learning, observability, and intelligent automation. Source: Prolifics 

New Relic AI Impact Report 2026 - Report shows how AIOps and intelligent observability transforms incident response from reactive emergencies to proactive exercises. Source: New Relic 

Perform 2026: Human Creativity Meets Agentic Intelligence - Dynatrace analysis on blending human creativity with agentic AI for new levels of business impact. Source: Dynatrace