Show HN: AI Coding Toolkit. Low-overhead workflow for reliable AI coding (benjaminshoemaker.github.io)

I started using CLI tools (Claude Code, Codex CLI) after vibe coding tools like Replit and Lovable left me wanting more.

With most of the workflows that I found online and in AI coding communities, they were both complex (87 agents! Ralph! Run 10 Claude's at once!), and they were relatively opinionated. I found these workflows to be too restrictive, particularly in the dynamic, fast-moving AI coding space.

This workflow has a few goals:

  - Facilitate consistent AI-assisted coding that follows SDLC best practices.

  - Accentuate the strengths of AI coding agents while mitigating their weaknesses.

  - Accomplish that with low mental overhead and complexity.

That's why it's a Git repo that you can clone, fork, inspect, and modify as you see fit.

There are a number of features - the link & the README have more information.

If folks have thoughts or feedback, I'd be interested to hear it.