Ibrahim Halil Koyuncu·Apr 26Rethinking Kubernetes Networking with eBPF and Cilium: Performance, Security, and Real-World…If you’ve been managing Kubernetes clusters for a while, you’ve likely felt the “iptables fatigue.” As clusters grow to hundreds or…
Ibrahim Halil Koyuncu·Jan 21From Reproducible Pipelines to Auto-Scaled Inference: ML on Kubernetes with Kubeflow and KServeThe Challenge: Why Machine Learning Needs Its Own Ops LayerA response icon3A response icon3
Ibrahim Halil Koyuncu·Nov 2, 2025From Terraform to Crossplane: Unifying Apps and Infrastructure Under KubernetesInfrastructure as Code (IaC) is a cornerstone of modern DevOps, but traditional tools often create a divide. Your application lives in…A response icon2A response icon2
Ibrahim Halil Koyuncu·May 19, 2025From Logs to Decisions: An LLM-Driven Multi-Agent Pipeline for Cyber Threat DetectionIn recent years, cybersecurity challenges have significantly evolved, making automated detection and response systems essential. One…
Ibrahim Halil Koyuncu·Mar 3, 2025Multimodal Video Search with LlamaIndex & VideoDB: A RAG Approach to Finding and Streaming Key…Retrieval-Augmented Generation (RAG) has revolutionized text-based search by enabling efficient information retrieval and synthesis…
Ibrahim Halil Koyuncu·Feb 13, 2025Building a Semantic Search System with Qdrant and FastAPI: A Practical Guide to AI-Powered Customer…In this article, we explore the fundamentals of semantic search and how vector databases revolutionize information retrieval. We start by…
Ibrahim Halil Koyuncu·Nov 10, 2024Managing Kubernetes Secrets: A Guide to HashiCorp Vault, AWS Secrets Manager, and Azure Key Vault…Building on the foundational concepts from Part 1, this section provides a hands-on guide to injecting secrets from major secret providers…
Ibrahim Halil Koyuncu·Nov 10, 2024Managing Kubernetes Secrets: A Guide to HashiCorp Vault, AWS Secrets Manager, and Azure Key Vault…Managing secrets like API keys, passwords, and certificates is crucial for application security. Storing these secrets directly in code or…
Ibrahim Halil Koyuncu·Sep 14, 2024Event-Driven Autoscaling with KEDA: Scaling Kubernetes Applications in Real Time with AWS SQS…In today’s dynamic application environments, scaling based on real-time demand is critical. Traditional autoscaling methods in Kubernetes…
Ibrahim Halil Koyuncu·Aug 11, 2024Mastering Progressive Delivery: Implementing Canary Releases, A/B Testing, and Custom Metrics with…In the last article, “Istio-Powered Resilience: Advanced Circuit Breaking and Chaos Engineering for Microservices,” we explored how to…
