AI - BinaryLoader

[Agent] korea-persona-interview, a Korean Synthetic Persona Interview Tool Powered by CLI and MCP

May 3, 2026 28 minute read

A writeup of korea-persona-interview, a side project that automates Korean synthetic persona interviews. It layers multi-turn interviews, automatic follow-ups, and persona drift detection on top of NVIDIA’s Nemotron-Personas-Korea dataset to validate business hypotheses quickly. The post also covers the design pattern that lets three entry points (CLI, MCP server, and MCP orchestrator) share a single core.

[Agent] Analyzing Core Assets of Existing Agent Frameworks for Planning Native Agent Framework Mollo

April 28, 2026 15 minute read

Before implementing Mollo, an Apple-platform-native agent framework, I summarize the core assets of LangGraph, Koog, OpenAI Agents SDK, Pydantic AI, Mastra, MCP, and Apple frameworks.

[Agent] Yangsiljang, a Real Estate Law & Precedent RAG Chatbot Built as a Side Project

April 28, 2026 21 minute read

A breakdown of the architecture and implementation details behind Yangsiljang, a real estate law and precedent RAG chatbot built as a side project. The frontend was built with Claude Code’s help; the backend was written from scratch. Topics covered include a custom Korean tokenizer build for Milvus, Qwen3 embedding/reranker, HyDE, SSE streaming, and data ingestion from the Korean Legislative Service.

[LLM] Setting Up a Local LLM Environment on Apple Silicon with MLX

April 25, 2026 20 minute read

Setting up a local LLM environment with MLX and Qwen 3.6 on a MacBook Pro M5 Pro and laying the groundwork for researching agent frameworks.

[cmux] A Ghostty-Powered Native macOS Terminal for Parallel AI Agents

April 19, 2026 4 minute read

cmux is a native Swift + AppKit macOS terminal that embeds the Ghostty engine and is built specifically for running multiple agentic coding assistants like Claude Code, Aider, and Cline side by side. This post covers installation, core features, and keyboard shortcuts.

binaryloader

AI

[Agent] korea-persona-interview, a Korean Synthetic Persona Interview Tool Powered by CLI and MCP

[Agent] Analyzing Core Assets of Existing Agent Frameworks for Planning Native Agent Framework Mollo

[Agent] Yangsiljang, a Real Estate Law & Precedent RAG Chatbot Built as a Side Project

[LLM] Setting Up a Local LLM Environment on Apple Silicon with MLX

[cmux] A Ghostty-Powered Native macOS Terminal for Parallel AI Agents

[Claude Code] Building a Real-Time Agent Dashboard

[Claude Code] Designing an Expert Team with Subagents

[Kiro] MCP Server Configuration

[Kiro] Agent Configuration

[Kiro] CLI Installation and Settings

[Kiro] Kiro x Claude: 3-Tier AI Service Architecture

[LLM] HyDE (Hypothetical Document Embeddings)

[LLM] LangChain Core Concepts via LCEL, Prompt Templates, and Message Classes

[LLM] Integrating LLMs with the Ollama Python Library

[MCP] Building an MCP Server for Scapple Diagrams

[LLM] Setting Up Ollama Remote Access

[LLM] Running Qwen3:8B with Ollama on Windows 11