Domen Urh https://www.domenurh.com/blog Notes on agentic systems, MCP, developer experience, and AI-assisted tooling. en Sun, 29 Mar 2026 15:59:59 GMT MCP Agents for File Workflows: Limits and What Comes Next https://www.domenurh.com/blog/conclusions-on-mcp-agents-for-file-workflows https://www.domenurh.com/blog/conclusions-on-mcp-agents-for-file-workflows Sun, 29 Mar 2026 15:59:57 GMT An evaluation of MCP agents for file workflows, covering usability limits, model speed, tool scaling, and what still blocks day-to-day adoption. AI Agentic Systems MCP LLM DX Evaluating an MCP Agent: Tools, Latency, and DX https://www.domenurh.com/blog/evaluating-uplink-mcp-agent https://www.domenurh.com/blog/evaluating-uplink-mcp-agent Sat, 28 Mar 2026 15:59:57 GMT A practical evaluation of an MCP agent for file workflows, including latency, tool-scaling costs, workflow comparisons, and developer feedback. AI Agentic Systems MCP Evaluation DX LLM Surveying the Agent Ecosystem: MCP, LLMs, and Cloud Files https://www.domenurh.com/blog/mcp-file-workflows https://www.domenurh.com/blog/mcp-file-workflows Fri, 27 Mar 2026 03:31:47 GMT A survey of MCP agents, LLM tooling, and cloud file workflows to identify gaps in real-world file automation across local and remote systems. AI Agentic Systems MCP DX LLM Cloud Building an AI-Powered CLI for File Operations https://www.domenurh.com/blog/agentic-cli-file-automation https://www.domenurh.com/blog/agentic-cli-file-automation Thu, 26 Mar 2026 15:59:57 GMT How I designed an AI-powered CLI for file operations using MCP, agentic workflows, and developer-focused automation across local and remote systems. AI Agentic Systems DX CLI MCP LLM Uplink: A Modular MCP-Powered CLI for File Operations https://www.domenurh.com/blog/uplink-modular-mcp-cli-agent https://www.domenurh.com/blog/uplink-modular-mcp-cli-agent Thu, 26 Mar 2026 15:59:57 GMT How I built a modular MCP-powered CLI for file operations with local and remote agents, tool orchestration, guardrails, and extensible architecture. AI Agentic Systems DX CLI MCP LLM Technologies for a Local-First MCP Host Application https://www.domenurh.com/blog/technologies-used-mcp-host-application https://www.domenurh.com/blog/technologies-used-mcp-host-application Wed, 25 Mar 2026 15:59:57 GMT Why I chose TypeScript, Bun, Docker, Ollama, and a local-first architecture for an MCP host application for AI-assisted file workflows. AI Agentic Systems DX CLI MCP LLM