⚙️DEVOPS / MLOPS / AIOPS
DevOps Tools & Platforms
Latest DevOps Statistics for 2026 - Organizations increasingly adopting multiple approaches: MLOps, LLMOps, DataOps, and CloudOps. Source: Programs.com
Top 10 Test Automation Tools 2026 - Focus on functional testing, enterprise readiness, AI capabilities, and scalability for modern DevOps. Source: Talent500
MLOps & Model Management
DataOps vs MLOps: Critical for AI Success - Modern AI projects fail due to absence of DataOps, not weak models. Both are essential. Source: Medium - Data Science Collective
Real-Time Data Architectures for AI 2026 - By 2026, real-time data becomes mandatory as batch pipelines fail to meet freshness demands. Source: Efficiently Connected
AI Feature Engineering at Scale - Future outlook: Feature engineering platforms consolidate around integrated MLOps suites by 2030. Source: NADCAB
AIOps & Monitoring
AI Ops Frontier Catalog - Datadog and New Relic lead in cloud-native observability with AI-driven insights for operations. Source: Outfound
DevOps Pro Europe 2026: AIOps Focus - Conference featuring generative AI in AIOps, DevSecOps security, serverless architectures, and real-world MLOps. Source: MariaDB
Container & Orchestration
Cloud Native Architecture 2026 - Serverless computing and Kubernetes orchestration reducing infrastructure management overhead by 40%. Source: GeGoSoft
Docker Containerization Best Practices - Docker integrating with modern CI pipelines and Kubernetes for orchestration in 2026. Source: TopIT Courses
Infrastructure as Code
Terraform & Ansible for IaC 2026 - Infrastructure as Code tools enabling version control, consistency, and automation across deployments. Source: mogenius
Infrastructure Automation Strategies - IaC tools like Terraform and Pulumi enabling consistent deployments and reducing human errors. Source: Naresh IT
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