Thoughts & Talks
· ~1 min readThoughts & Talks
A collection of articles, tutorials, and insights on AI, DevOps, eXtended Reality, and building sovereign digital infrastructure.
Recent Articles
- TanStack Supply Chain Attack: Anatomy of a Three-Stage Breach - How an attacker chained cache poisoning with GitHub Actions memory extraction
- Atlas Engine: Sub-2-Minute Cold Start for Multi-Model Orchestration - Run 3 specialised LLMs on a single DGX Spark
- Dovecot vs. Stalwart: Which IMAP Server for Production? - Resource usage, scalability, and migration considerations
- The $10K Local Inference Stack - MiniMax M2.7 for extraction, PyMC for calibrated probabilities
Featured Categories
- AI & Machine Learning - Agentic AI, local inference, and LLM infrastructure
- DevOps - Containers, CI/CD, and infrastructure automation
- Extended Reality - WebXR, Virtual Reality, and Augmented Reality development
Tools & Technologies
AI: vLLM, LiteLLM, PyMC, Ollama, Atlas Engine Orchestration: Kubernetes, Docker, Helm, ArgoCD XR: WebXR, A-Frame, Three.js, Reality Labs Monitoring: Prometheus, Grafana, ELK Stack Self-Hosting: Neo4j, open/Nextcloud, openDesk, Matrix