# CLAUDE.md

This file provides guidance to Claude Code when working with the stack-orchestrator project.

## Some rules to follow
NEVER speculate about the cause of something
NEVER assume your hypotheses are true without evidence

ALWAYS clearly state when something is a hypothesis
ALWAYS use evidence from the systems your interacting with to support your claims and hypotheses

## Key Principles

### Development Guidelines
- **Single responsibility** - Each component has one clear purpose
- **Fail fast** - Let errors propagate, don't hide failures
- **DRY/KISS** - Minimize duplication and complexity

## Development Philosophy: Conversational Literate Programming

### Approach
This project follows principles inspired by literate programming, where development happens through explanatory conversation rather than code-first implementation.

### Core Principles
- **Documentation-First**: All changes begin with discussion of intent and reasoning
- **Narrative-Driven**: Complex systems are explained through conversational exploration
- **Justification Required**: Every coding task must have a corresponding TODO.md item explaining the "why"
- **Iterative Understanding**: Architecture and implementation evolve through dialogue

### Working Method
1. **Explore and Understand**: Read existing code to understand current state
2. **Discuss Architecture**: Workshop complex design decisions through conversation
3. **Document Intent**: Update TODO.md with clear justification before coding
4. **Explain Changes**: Each modification includes reasoning and context
5. **Maintain Narrative**: Conversations serve as living documentation of design evolution

### Implementation Guidelines
- Treat conversations as primary documentation
- Explain architectural decisions before implementing
- Use TODO.md as the "literate document" that justifies all work
- Maintain clear narrative threads across sessions
- Workshop complex ideas before coding

This approach treats the human-AI collaboration as a form of **conversational literate programming** where understanding emerges through dialogue before code implementation.

## Insights and Observations

### Design Principles
- **When something times out that doesn't mean it needs a longer timeout it means something that was expected never happened, not that we need to wait longer for it.**
- **NEVER change a timeout because you believe something truncated, you don't understand timeouts, don't edit them unless told to explicitly by user.**