Author

Sajjad

Senior DevOps Writer

2 posts

Sajjad is a DevOps engineer and systems specialist whose career has spanned advertising platforms, AI-driven social media analysis, and the maintenance of high-availability Kubernetes infrastructure. Based in Armenia, he holds a Master's in Software Engineering and writes with the clean procedural clarity of a well-organized laboratory notebook. Unlike his writing, he is less serious in life and enjoys every moment as if it were his last.

Coolify vs Dokploy: self-hosted PaaS on a VPS, compared on Docker Compose, security, licensing, and resource use.

Developer Tools & DevOps

Coolify vs Dokploy: A Thorough Comparison for Self-Hosted PaaS on a VPS

Coolify vs Dokploy compared in detail: January 2026 CVEs, license changes, zero-downtime reality, Docker Swarm status, RAM use, and how to pick.

Sajjad Jun 18, 2026 15 min read

Production monitoring dashboard showing an AI agent loop with six failure mode warnings: Infinite Loop, Silent Tool Failure, Reasoning Drift, State Loss, Retry Storm, and a Circuit Breaker labeled OPEN.

AI & Machine Learning

6 AI Agent Loop Failure Modes That Break Production Systems

AI agent loops fail in production for six predictable reasons, from infinite loops to retry storms. Here is what breaks and the harness fix for each.

Sajjad Jun 14, 2026 18 min read