Saurabh Khan - GravityDevOps

Custom AI inference processor in a data center with request streams moving through server racks

AI News Brief: OpenAI’s Jalapeño Chip Pushes AI Inference Into the Full-Stack Era

OpenAI and Broadcom have unveiled Jalapeño, an LLM inference chip aimed at cost, latency and capacity gains. For DevOps teams, the news points to hardware, networking and model-serving operations moving deeper into the AI stack.

Saurabh Khan June 25, 2026

Abstract AI agent hub connected to chat, code review, cloud metrics and access controls.

Artificial Intelligence

AI News Roundup: Claude Tag Brings Persistent AI Agents Into Slack

Anthropic's Claude Tag beta and its new agent identity model move workplace AI agents from single-player chat into shared Slack channels. For DevOps teams, the news is less about another bot and more about permissions, audit trails and review gates around AI work.

Saurabh Khan June 24, 2026

Featured image for Best Kubernetes Monitoring Tools in 2026 showing Kubernetes dashboards and telemetry streams

DevOps

8 Best Kubernetes Monitoring Tools in 2026 (Compared)

Compare 8 Kubernetes monitoring tools by metrics, logs, traces, setup effort, and cost. Choose Prometheus, Grafana, Datadog, Dynatrace, or New Relic.

Saurabh Khan June 24, 2026

OpenAI Daybreak and Anthropic Mythos AI cyber defense news brief thumbnail with secure code pipeline and cloud infrastructure

Artificial Intelligence

AI News Brief: OpenAI Daybreak, Anthropic Mythos and the New AI Cyber Defense Race

OpenAI’s Daybreak expansion, AP’s reporting on Anthropic Mythos, and SoftBank’s OpenAI-powered patching service show AI-assisted cyber defense moving closer to real DevOps workflows. Here is what developers, platform teams and cloud security leaders need to know.

Saurabh Khan June 24, 2026

LLMOps production pipeline thumbnail with dashboards, model lifecycle stages, and AI operations signals

Artificial Intelligence

What is LLMOps?

LLMOps is the discipline of taking large language model applications from prototype to reliable production. Learn the lifecycle, architecture, metrics, security practices, and beginner steps for operating LLM systems in 2026.

Saurabh Khan June 23, 2026

CLOUD

Amazon EKS Tutorial: Kubernetes on AWS

Learn Amazon EKS from scratch with a practical Kubernetes on AWS tutorial covering architecture, cluster creation, kubectl, deployments, services, ingress, IAM, cost control, troubleshooting, and next steps.

Saurabh Khan June 22, 2026

CLOUD

Best Cloud Certifications 2026 (AWS/Azure/GCP)

Compare the best cloud certifications for 2026 across AWS, Azure, and Google Cloud. See beginner, architect, DevOps, security, AI/data, cost, study path, and buyer-intent recommendations.

Saurabh Khan June 21, 2026

Developer workstation running local language models with Ollama, laptop terminal, model blocks, and local hardware resources

LLMs & Generative AI

Running LLMs Locally with Ollama: A Practical Developer Guide

Learn how to run LLMs locally with Ollama in 2026, including installation, model selection, CLI commands, REST API examples, app integration, hardware planning, security tips, troubleshooting, and next steps for developers.

Saurabh Khan June 20, 2026

Prometheus and Grafana monitoring pipeline with metrics, dashboards, and alerts

DevOps

Prometheus & Grafana: Monitoring Tutorial

Learn how Prometheus and Grafana work together for DevOps monitoring, with Docker setup steps, scrape configs, PromQL examples, dashboard guidance, alerts, troubleshooting, and production best practices.

Saurabh Khan June 19, 2026

Featured image for What is RAG showing the retrieval-augmented generation workflow from user query to grounded answer.

AI Coding Tools

What is RAG (Retrieval-Augmented Generation)?

Learn what RAG (Retrieval-Augmented Generation) is, how it works, when to use it, how to build a basic RAG pipeline, common mistakes, architecture patterns, and how RAG compares with fine-tuning for real AI applications.

Saurabh Khan June 18, 2026