WRITING
01 / Editorial indexWriting
Notes from building backend, AI, and product systems.
- Articles
- 22
- Topics
- 05
GUIDED PATHS
Start with a goal-oriented guide
Choose an ordered MCP, Codex, or production path before searching individual articles.
- GUIDE 01 / MCPComplete MCP GuideLearn MCP through protocol boundaries, tool design, Python implementations, remote transport, REST APIs, and safe database access.
- GUIDE 02 / CODEXPractical Codex GuideFollow one path from the CLI and agent loop through context, tool execution, AGENTS.md, and model selection.
- GUIDE 03 / PRODUCTIONProduction AI Agent GuideConnect agent internals, API boundaries, remote transport, and data access to identify the controls production systems need.
Filter by tag
22 articles
— Read article
Is Your LLM API Serving the Model You Requested? Fingerprinting AI with Random Numbers
Running Claude Code with Local LLMs in 2026: LM Studio, Jan, and Ollama Setup and Caveats
Running Codex CLI with Local Ollama and LM Studio Models: `--oss`, Configuration, and Safety
Ollama Local LLM Guide for 2026: Installation, Model Management, and REST API Usage
Which LLM Can Your Laptop Run? A Practical Guide to RAM, VRAM, Parameters, Quantization, and GGUF
7 Local LLM Tools Compared in 2026: Ollama, LM Studio, Jan, GPT4All, llama.cpp, Open WebUI, and MLX-LM
Local LLMs on a Laptop: What to Know Before You Start
How to Remote an MCP Server with Streamable HTTP: Python, SSE, and Docker
Building an MCP Server for Databases: Safe CRUD Tools with SQLite and MySQL
Build an MCP Server for an Existing REST API: Let AI Manage Tasks with Python
Build a Minimal MCP Server with the Official Python SDK: Expose a create_task Tool over stdio
MCP Tools, Resources, and Prompts: Design Decisions Through a Task Management Service
How to Connect an MCP Server to an AI Client: From stdio Configuration to Tool Execution
What Is MCP? A Beginner-Friendly Guide to MCP, APIs, and Function Calling
What Is AGENTS.md? A Beginner’s Guide to Project Rules in Codex CLI
What Is Vibe Coding? A Beginner’s Guide to Building Apps with AI—Tools, Steps, and Risks
How to Use GPT-5.6 in Codex: Choosing Between Sol, Terra, and Luna
How Software Engineering Changes in the Age of AI Agents
Inside the Codex Agent Loop: Separating Model Reasoning from Tool Execution
Inside AI Coding Agents: Models, Context, Tools, and the Agent Loop
What Is Codex CLI? How It Differs from Chat-Based AI
No articles found
Try another keyword or remove the active tag filter.