⚙️ DevOps / MLOps / AIOps [10-Feb-2026]

 

DevOps / MLOps / AIOps

DevOps Tools & Platforms

• How Intelligent Orchestration Drives Business Outcomes - Opsera announced new advanced reasoning AI and autonomous remediation capabilities for Agentic DevOps, while Kong introduced MCP Registry. Source: DevOps Digest

• DevOps Today Goes Beyond CI/CD - Modern DevOps now focuses on automating intelligent pipelines, streamlining deployments, and leveraging AI-driven tools for system reliability. Source: Instagram

Container & Orchestration

• How to Migrate from Docker Swarm to Kubernetes - Practical step-by-step guide for migrating workloads from Docker Swarm to Kubernetes with coverage of services, networks, volumes, and secrets. Source: Oneuptime

• Kubernetes in Docker (KinD): Setting Up a k8s Cluster in Under a Minute - Explore the evolution of Kubernetes management with KinD for simplified deployment and testing. Source: Cloud Native Now

Infrastructure & Cloud

• Scaling AI Inference: Why Your Next .NET Microservice Needs Kubernetes and ONNX - Containerization of AI agents requires sophisticated orchestration of model artifacts, not just wrapping scripts in Docker containers. Source: Dev.to

⚙️ DevOps / MLOps / AIOps [04-Feb-2026]

 DevOps / MLOps / AIOps

DevOps Tools & Platforms

• Top 15 DevOps Trends to Watch in 2026 - Key DevOps trends including Kubernetes, GitOps, DevSecOps, and MLOps are reshaping modern software delivery. Experts highlight evolving practices for sustainable development. Source: DevOps.com

Container & Orchestration

• Kubernetes Gatekeeper Platform at Risk from New Flaws - Vulnerabilities discovered in Kubernetes gatekeeper platform Ingress-Nginx ahead of its planned obsolescence. Kubernetes community working on mitigations. Source: SDX Central

• Kubernetes Begins Work on Pod Checkpoint/Restore Feature - Originally used for supercomputing fault tolerance, checkpoint/restore technology is being integrated into Kubernetes to improve resource efficiency and workload management. Source: Cloud Native Now

Infrastructure & Cloud

• AWS Lambda Adds Durable Execution Functions - AWS enhanced its popular serverless compute service with durable execution capabilities, addressing reliability and persistence requirements for serverless workflows. Source: InfoWorld

⚙️ DevOps / MLOps / AIOps [31-Jan-2026]

 DevOps / MLOps / AIOps

DevOps Tools & Platforms
• AI becomes mission-critical for regulated industries - DevOps strategies evolving to handle AI integration in heavily regulated sectors. Source: DevOps Digest

• AI in DevOps: Use cases and benefits - Explore how AI is transforming CI pipelines, testing, incident response, and predictive insights in DevOps. Source: TestGrid

• DevOps Unchained: 2026 overhaul - DevOps merging with AI agents, platform engineering, and GitOps in a comprehensive overhaul of software delivery. Source: WebPro News

MLOps Platforms
• Machine Learning Trends 2026 - Expect growth in Agentic AI, MLOps, LLMOps, AgentOps, and explainable AI in production environments. Source: SoftTeco

• Why DevOps models fail for MLOps - Practical guide on MLOps differences from DevOps and essential fixes for production AI systems. Source: LinearLoop

Container & Orchestration
• Top 19 Trending Go projects - Docker management - Discover hottest Go projects on GitHub including AI coding agents and container orchestration tools. Source: Glukhov

AIOps & Intelligent Operations
• Four Knobs of AI Agent Reliability - Guide showing how teams run AI agents reliably in production from a DevOps perspective. Source: DevOps.com

• GenAI certifications for DevOps engineers - Top certifications for DevOps engineers to master generative AI in 2026. Source: Medium

⚙️ DevOps / MLOps / AIOps [29-Jan-2026]

 

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

⚙️ 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

⚙️ DevOps / MLOps / AIOps [26-Jan-2026]

 

DevOps / MLOps / AIOps

DevOps Tools & Platforms

• From DevOps to MLOps (A Practical Guide for 2026) - Practical guide covering essential tools (Docker, Kubernetes, Terraform) and cloud platforms for modern operations. Source: DevOps Cube

• How AI Will Redefine DevOps in 2026 - Intelligent DevOps systems will use data and feedback to learn from every release and continuously improve deployment. Source: DevOps Digest

• 2026 DevOps Tool Stack: Top Tools Dominating the Industry - Python, prompt engineering, and tools like n8n enable efficient MLOps without full platform investment. Source: LinkedIn

MLOps Platforms

• MLOps and AI Deployment Are the New Standard - Companies expect AI solutions to be production-ready and scalable, making MLOps infrastructure essential in 2026. Source: Refonte Learning

• Top LLMOps Tools & Compare to MLOps in 2026 - Valohai and other MLOps platforms now support LLMOps-friendly capabilities with reproducible pipelines. Source: AIM Research

Container & Orchestration

• Kubernetes Established as the De Facto OS for AI - Production Kubernetes usage surged to 82% (up from 66% in 2023), with 59% adopting cloud-native practices. Source: CNCF

• Kubernetes 1.35 Features That Change Day 2 Operations - Latest version released in December 2025 offers reliability and efficiency enhancements for K8s workloads. Source: The New Stack

AIOps & Intelligent Operations

• AIOps: The Intelligent Evolution of Modern IT Operations - AIOps platforms leverage NLP and machine learning to deliver proactive, data-driven operations. Source: Medium

• Observability Trends 2026 - Organizations must make observability strategies more intelligent, cost-effective, and adaptable to open standards. Source: IBM

⚙️ DevOps / MLOps / AIOps [25-Jan-2026]

 DEVOPS / MLOPS / AIOPS

DevOps Tools & Platforms
• How AI Will Redefine DevOps in 2026: From Automation to Intelligence - Analysis of how AI and machine learning are transforming DevOps from production line automation to intelligent orchestration with human-machine collaboration. Source: DevOps Digest

• ArcKit v0.10.0: Platform Economics and FinOps for DevOps - ArcKit releases new commands for platform design, operational maturity, and cloud financial governance, advancing DevOps capabilities. Source: Medium

• Azure Storage 2026: M-Series Advancements Push Performance Boundaries - Microsoft announces Azure Storage M-series advancements with 780k IOPS and 16 GB/s throughput for enterprise workloads. Source: Microsoft Azure Blog

MLOps Platforms
• From DevOps to MLOps: A Practical Guide for 2026 - Comprehensive guide for DevOps engineers transitioning to MLOps, covering skill sets, best practices, and modern ML deployment patterns. Source: DevOpsCube

• Machine Learning in 2026: Trends, Skills, and Career Opportunities - In-depth exploration of ML trends, in-demand skills, and emerging career paths shaping AI and data-driven innovation. Source: RefonteAI Learning

Container & Orchestration
• 5 Tech Predictions for 2026: Kubernetes as the Unified Control Plane - Analysis predicting Kubernetes will serve as the unified control plane for AI inference, edge computing, and specialized agent workloads. Source: The New Stack

• Kubernetes Fuels AI Growth: CNCF Survey Shows Container Orchestration Evolution - CNCF Cloud Native Survey confirms Kubernetes has evolved from container orchestration to the backbone of modern cloud-native AI infrastructure. Source: Linux Foundation

• Top 18 Kubernetes Cost Optimization Strategies in 2026 - Practical guide to reducing operational expenses and optimizing resource utilization in Kubernetes clusters. Source: Finout

AIOps & Intelligent Operations
• Observability Trends 2026: AI-Driven Intelligence and Cost Optimization - IBM analysis on how AI will make observability strategies more intelligent, cost-effective, and compatible with open systems in 2026. Source: IBM Insights

• What "AI Ops" Really Means in 2026: Beyond Traditional IT Operations - Exploration of how AIOps has evolved fundamentally, going beyond simple automation to intelligent autonomous operations. Source: tknOps

⚙️ DevOps / MLOps / AIOps [20-Jan-2026]

 

DEVOPS / MLOPS / AIOPS

DevOps Tools & Platforms

✓ CI/CD Is Dead - Agentic DevOps Takes Over

Traditional CI/CD pipelines are being replaced by Agentic DevOps for improved automation and reduced toil. Read more

Source: HackerNoon

✓ Top 28 Kubernetes Resources 2026

CNCF publishes curated Kubernetes learning resources including the Kubernetes Podcast from Google. Read more

Source: CNCF Blog

✓ DevOps & SaaS Downtime Costs

2024 CISO report shows leading cloud DevOps services suffered 48 critical and major incidents. Read more

Source: The Hacker News

Container & Orchestration

✓ The Great Container Disconnect

Report finds 82% container breach rate, widespread CVE backlogs, and growing reliance on trusted open source and AI remediation. Read more

Source: The Hacker News

✓ Isovalent Enterprise Platform 25.11

New release connects all workloads across Kubernetes, Cloud, data centers, and legacy on-prem systems. Read more

Source: Isovalent

Infrastructure as Code

✓ Reimagining IaC: Terraform to Kubernetes

Crossplane extends Kubernetes with custom resources for cloud infrastructure management. Read more

Source: Medium - Patrick Koss

✓ FinOps Automation in 2026

FinOps automation transforms cloud spend management into a controlled process with real-time governance. Read more

Source: Naviteq

⚙️ DevOps / MLOps / AIOps [19-Jan-2026]

 

DevOps / MLOps / AIOps

DevOps Tools & Platforms

2026 DevSecOps Predictions - Part 2 - Security controls are being engineered directly into DevOps pipelines and network fabrics, giving teams continuous visibility and automated remediation capabilities instead of post-deployment reviews. Source: DevOps Digest

Best Platform Engineering Tools in 2026 - Comprehensive guide covering Docker Swarm and modern platform engineering tools with cluster and orchestration capabilities using Compose-style definitions. Source: Infisical

AIOps & Monitoring

4 Outdated Habits Destroying Your SOC's MTTR in 2026 - Leading SOCs in 2026 are reducing Mean Time To Response and Mean Time To Detection by implementing automated, behavior-based analysis instead of manual reviews and static scans. Source: The Hacker News

AIOps Redefining IT Operations - AIOps tools like BigPanda, Datadog, and Dynatrace are transforming how IT and DevOps teams operate through faster incident detection and predictive insights. Source: Motivalogic

Container & Orchestration

Kubernetes News Today 2026: Container Orchestration Trends - Kubernetes continues to dominate container orchestration in 2026, evolving beyond its original purpose into a comprehensive platform for modern application deployment. Source: Tasrie IT

Infrastructure as Code & DevOps Tools

AI Is Compressing the Coding Layer - AI has moved beyond simple code assistance and is reshaping how engineering teams design, deploy, and maintain infrastructure, fundamentally changing development practices. Source: DevOps Digest

Rethinking Local Kubernetes Development - Phi Partners article discusses secure, production-aligned Kubernetes development workflows that scale effectively across teams. Source: Phi Partners

⚙️ DevOps / MLOps / AIOps [18-Jan-2026]

 

DevOps / MLOps / AIOps

 DevOps Tools & Platforms

• Pulumi Announces Native Support for Terraform and HCL - Pulumi dramatically expands platform scope with native support for HashiCorp Terraform and OpenTofu infrastructure-as-code tools. Source: InfoQ

• GitLab Announces General Availability of GitLab Duo Agent Platform - IDC forecasts 70% of organizations will embed AI agents into DevOps pipelines by 2030, making orchestration platforms essential. Source: DEVOPSdigest

 Container & Orchestration

• Kubernetes v1.35 Released with Workload-Aware Scheduling - Latest Kubernetes version arriving on schedule with improved workload awareness and orchestration capabilities for cloud-native apps. Source: Cloud Native Now

• Dockhand: Free Self-Hosted Docker Container Management - New completely free and self-hosted Docker container management solution, providing alternative to Portainer for GUI-based management. Source: Gigazine

 Infrastructure as Code

• Deploying MySQL with OpenTofu Infrastructure Automation - Tutorial on deploying Percona Operator for MySQL using OpenTofu, a fully open-source Terraform fork for infrastructure automation. Source: Percona Blog

• Kafka Migration to Confluent Cloud in KRaft Mode - ZooKeeper deprecation driving hosted Kafka migrations, with Confluent Cloud simplifying moves through KRaft and KCP protocols. Source: Confluent Blog

 AIOps & Monitoring

• The Future of AI in SRE: Preventative Infrastructure Hardening - AI-driven SRE shifting from fixing failures to preventing them through predictive analysis and infrastructure hardening. Source: The New Stack