Saturday, January 31, 2026

⚙️ 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

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