Rubber duck debugging 2.0
Rubber duck debugging in the age of LLMs. When the duck talks back, reformulates, challenges and brainstorms, it changes the nature of the exercise, and goes far beyond code.
Rubber duck debugging in the age of LLMs. When the duck talks back, reformulates, challenges and brainstorms, it changes the nature of the exercise, and goes far beyond code.
Third-party MCP servers are fine. But the real power lies in building your own, typed tools, scoped to your project, that make the model truly autonomous on your infrastructure.
How to configure CLAUDE.md files to pass project context to Claude Code, their limitations, and why permissions and hooks are sometimes more reliable than text instructions.
People always ask me about my prompts. The truth: prompts barely matter. What makes the difference is the context you give the model.
From ChatGPT to Claude Code: how AI went from a gimmick to a development partner in my daily life.