Index
Writing
Notes on agentic systems, MCP, developer experience, and AI-assisted tooling. Read in series order where a set of posts belongs together.
11m readBuilding an AI-Powered CLI for File Operations
How I designed an AI-powered CLI for file operations using MCP, agentic workflows, and developer-focused automation across local and remote systems.
AIAgentic SystemsDXRead article
16m readSurveying the Agent Ecosystem: MCP, LLMs, and Cloud Files
A survey of MCP agents, LLM tooling, and cloud file workflows to identify gaps in real-world file automation across local and remote systems.
AIAgentic SystemsMCPRead article
11m readTechnologies for a Local-First MCP Host Application
Why I chose TypeScript, Bun, Docker, Ollama, and a local-first architecture for an MCP host application for AI-assisted file workflows.
AIAgentic SystemsDXRead article
18m readUplink: A Modular MCP-Powered CLI for File Operations
How I built a modular MCP-powered CLI for file operations with local and remote agents, tool orchestration, guardrails, and extensible architecture.
AIAgentic SystemsDXRead article
15m readEvaluating an MCP Agent: Tools, Latency, and DX
A practical evaluation of an MCP agent for file workflows, including latency, tool-scaling costs, workflow comparisons, and developer feedback.
AIAgentic SystemsMCPRead article
10m readMCP Agents for File Workflows: Limits and What Comes Next
An evaluation of MCP agents for file workflows, covering usability limits, model speed, tool scaling, and what still blocks day-to-day adoption.
AIAgentic SystemsMCPRead article