Externalize PostgreSQL and Redis in-cluster before upgrading the 3scale operator to 2.16 — Kustomize bases, operational runbooks, OpenShift GitOps, and RHACM hub patterns.
Articles
Technical writing on Red Hat Developer, LinkedIn, and GitHub Pages guides — OpenShift, Connectivity Link, operators, and AI-native platform patterns.
Guides & Documentation
Hands-on runbooks and migration guides published on GitHub Pages — OpenShift operators, 3scale, and platform operations.
Red Hat Developer Articles
Technical articles, learning paths, and interactive demos published on Red Hat — Connectivity Link, zero trust, AI API governance, and agentic developer sandboxes.
All articles on Red Hat Developer →
Learning Path
Unlock self-service API credentials on Connectivity Link
Red Hat Developer — learning path
Hub-only Connectivity Link stack with multi-cloud GitOps — developers mint API keys and OIDC client credentials from Red Hat Developer Hub, with AuthPolicy and tiered rate limits at the Gateway.
Interactive demo of Red Hat Developer Hub for rapid AI application prototyping on OpenShift Developer Sandbox — Helm chart install, Golden Path agent, Lightspeed chat, DevSpaces AI, and CVE lookup via Security MCP.
Step-by-step guide for building a zero trust environment using Red Hat Connectivity Link and OpenShift GitOps with the NeuralBank application — Gateway API, OIDC, and GitOps-driven policies.
Introduces TokenRateLimitPolicy for limiting rates based on token consumption in LLM APIs — fair use and cost management beyond request-based rate limiting.
Latest on LinkedIn
Technical posts and articles on OpenShift, operators, Connectivity Link, and AI-native development.
All articles on LinkedIn →
LinkedIn
Kairos Operator is live on OperatorHub
Kairos Operator v2.1.0 is published on OperatorHub — metrics-driven right-sizing for OpenShift with ArgoCD-safe Server-Side Apply, optional AI autopilot, and a multi-cluster hub console.
LinkedInExtending OpenShift Lightspeed with MCP
Built an MCP server with Quarkus that turns 46 Red Hat documents into contextual answers for OpenShift Lightspeed using Model Context Protocol instead of traditional RAG.
LinkedInJHipster Online on OperatorHub
My first operator, JHipster Online, is officially available on OperatorHub with JHipster 8.8.0, generator-jhipster-quarkus 3.4.0, and JDL Studio.
LinkedInKuadrant & Connectivity Link
Kuadrant combines Gateway API and Istio-based gateway controllers to enhance application connectivity with TLS, DNS, authentication, and rate limiting policies.
LinkedInAI Native Development
Exploring AI native development with Continue and Ollama for enhanced developer productivity and AI-powered coding experiences.