Posts
All the articles I've posted.
Python, TensorFlow & PyTorch: Enterprise AI Stack Guide
Build a production AI stack with Python, TensorFlow, and PyTorch — installation, GPU setup, distributed training, model serving, and security practices.
MLflow vs Kubeflow: Enterprise MLOps Architecture Guide
A production-grade MLflow vs Kubeflow comparison — architecture, Ubuntu installation, Kubernetes deployment patterns, security, and top GitHub projects.
Installing NVIDIA NemoClaw Securely: Guide & Best Practices
A production-grade guide to NVIDIA NemoClaw — run OpenClaw, Hermes, and LangChain agents in OpenShell sandboxes. Architecture, install, network policies.
Installing OpenClaw Securely on Ubuntu (Step-by-Step Guide)
A security-first guide to installing OpenClaw on Ubuntu — verified install methods, sandboxing, firewall rules, API key management, and Docker isolation.
Java JDK 26: New Features & Enterprise Migration Guide
JDK 26's language refinements and API upgrades — every new feature with code examples, enterprise impact analysis, and a step-by-step migration checklist.
TensorFlow in 2026: Key Applications and Alternatives
Where TensorFlow is used in 2026, which industries rely on it most, and the modern alternatives challenging its dominance in the ML ecosystem.
Kamal: Deploy Web Apps Anywhere with Zero Downtime
A comprehensive guide to Kamal — 37signals' tool for deploying containerized apps to bare-metal servers with zero downtime. Setup and pricing.
Dokku: The Smallest PaaS Implementation You'll Ever See
A complete guide to Dokku — the original open-source Heroku alternative on Docker. Covers git-push deploys, plugins, and cost analysis.
CapRover: Free, Self-Hosted PaaS with a Proven Record
An in-depth guide to CapRover — the battle-tested open-source PaaS for your own servers. Covers installation, adoption, use cases, and pricing.
Dokploy: The Lightweight Self-Hosted PaaS Built on Docker
A detailed guide to Dokploy — the minimal open-source PaaS for Docker apps. Covers installation, adoption, use cases, and cost analysis.