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22 min read What Is Retrieval Augmented Generation and Why It Matters Pramodh Kumar M Pramodh Kumar M Published: Aug 4, 2026 • RAG • LLM • Vector Database
22 min read What Is an AI Agent and How Does It Work Pramodh Kumar M Pramodh Kumar M Published: Aug 2, 2026 • AI Agents • Automation • DevOps
23 min read Managing Environment Variables and Secrets in DevOps Pramodh Kumar M Pramodh Kumar M Published: Aug 1, 2026 • Environment Variables • Secrets • Vault
14 min read Cost Control and Security for AI Workloads on AWS, Budgets and IAM Guardrails Pramodh Kumar M Pramodh Kumar M Published: Jul 31, 2026 • Cloud • AWS • Guardrails
15 min read Building an AI Agent That Writes and Validates Ansible Playbooks Pramodh Kumar M Pramodh Kumar M Published: Jul 30, 2026 • Ansible • AI Agents • Automation
16 min read Least Privilege for AI Agents, Securing kubectl, Terraform, and Cloud CLIs Pramodh Kumar M Pramodh Kumar M Published: Jul 18, 2026 • AI Agents • DevSecOps • CKA Kubernetes
