Claude Code: Prompting & Autonomous Coding Strategies

Claude Code is Anthropic's autonomous coding agent — it reads your codebase, understands project conventions, and implements changes across multiple files. Unlike standard chat-based coding, Claude Code operates directly in your terminal, runs commands, reads and writes files, and maintains context across an entire development session.

Prompting Claude Code is different from writing API prompts or chat messages. The primary interface is CLAUDE.md — a project-level instruction file that governs Claude Code's behavior for the entire session. Getting this file right is the difference between Claude Code being a useful teammate that saves you hours and a liability that creates more problems than it solves.

What You'll Find Here

Two resources covering the full Claude Code workflow — from writing effective CLAUDE.md files to managing autonomous coding sessions:

Prompting Claude Code

CLAUDE.md patterns for project-level instructions. How to communicate coding conventions, architectural constraints, and workflow preferences. The five-section structure (Commands, Architecture, Conventions, Constraints, Environment) that Claude Code reliably follows. Includes patterns for explicit decision criteria, showing-not-telling, and review checklists.

Autonomous Coding Strategies

Giving Claude Code the right guardrails and task decomposition strategies for autonomous work. How to break down complex features into phases Claude Code can handle independently. Error recovery patterns, the autonomy spectrum (guided → scoped → autonomous), and human review checkpoints that prevent autonomous sessions from going off the rails.

Getting Started

If you're setting up Claude Code for a project, begin with Prompting Claude Code to write an effective CLAUDE.md. Once your project configuration is solid, Autonomous Coding Strategies will help you give Claude Code the right amount of freedom for each task.