About LLM Workflows

A community-driven platform for sharing battle-tested LLM development workflows that actually work.

Our Mission

LLMs are transforming how we write code, but most developers are still figuring out how to use them effectively. Generic tutorials don't capture the nuance of real development workflows.

We're building a community where practitioners share their actual workflows - the processes they've refined through trial and error, complete with prompts, tools, and hard-won insights.

What Makes a Good Workflow

Battle-Tested

Used in real projects, not theoretical. Includes actual prompts, commands, and configurations.

Structured

Clear step-by-step process that others can follow and adapt to their needs.

Context-Rich

Explains when to use the workflow, what problems it solves, and potential pitfalls.

Tool-Specific

Covers specific tools and their configurations, not just general principles.

Workflow Categories

Greenfield Development

Building new projects from scratch using LLMs for ideation, planning, and implementation.

Refactoring

Modernizing legacy code with AI assistance for analysis, planning, and execution.

Debugging

Systematic approaches to finding and fixing bugs using LLM assistance.

Testing

Creating comprehensive test suites and evaluation systems with AI help.

Community Guidelines

  • Share workflows you've actually used in real projects
  • Include specific prompts, commands, and configurations
  • Explain context: when to use, what problems it solves
  • Be honest about limitations and failure modes
  • Don't share theoretical or untested approaches
  • Avoid overly promotional content about specific tools

Inspired By

This platform is inspired by practitioners who are openly sharing their LLM workflows:

Harper Reed - Sharing greenfield development workflows and calling for "multiplayer" approaches
Geoffrey Huntley - Building stdlib approaches for Cursor rules and AI workflows
Hamel Husain - Pioneering evaluation-first development and domain-specific LLM judging
Simon Willison - Documenting practical LLM usage patterns and tools

Join the Community

Have a workflow that's working for you? Share it with the community and help other developers level up their LLM-assisted development process.