AI/ML
Self-Hosted Coding Agents on Kubernetes: Running Pi, Claude Code, and Cline Against Your Own Inference Cluster
22 min readEvery agentic coding session ships source code to a third party. An agent that reads forty files to answer one question has transmitted forty files, and the enterprises that care …
Claude Code Feels Dumber? The System Prompt Architecture Trap and How to Fix It
8 min readIf Claude Code has felt less capable lately — giving one-sentence answers where it used to reason through edge cases, refusing to explain its decisions, skipping the exploration …
AI Deployment Lifecycle Management with Kubernetes: Strategies for Production Resilience
17 min readAs organizations increasingly rely on AI models for critical business functions, the need for robust deployment strategies has never been more important. This article explores …