📌 Overview

This issue initiates the design and implementation of an AI-driven development strategy for the Leverage CLI and, eventually, all binbash-maintained repositories. The objective is to integrate modern AI-native workflows into our development lifecycle to boost engineering velocity, improve collaboration, and unlock higher-value contributions.

🎯 Goals

• Establish the AI-first development environment for the leverage CLI repository.
• Evaluate and align AI tools like Cursor, Claude Code, and Kiro.dev (AWS IDE) with our Leverage workflows.
• Define internal best practices and reusable components to roll out AI-driven development org-wide.

🧩 Context & References

• We’ve already started adopting Cursor IDE, with rules defined here:
  https://github.com/binbashar/le-tf-infra-aws/tree/master/.cursor/rules

• We’re closely tracking alternatives like:

  • [Claude Code](https://claude.ai/)
  • [Kiro](https://kiro.dev/)

• Long-term strategy is to use AI to improve:

  • Developer onboarding
  • CLI help and UX via AI-enhanced suggestions
  • Test coverage and code quality
  • Iteration speed across all binbash tooling

Related discussions and references:

• 📘 binbash AI-Driven Development Initiative
• 🧵 Initial conversation: Feature | cast tasks arguments and values loaded through .env files to the correct type #21 (comment)
• 📚 Ref Arch Docs: https://github.com/binbashar/le-ref-architecture-doc
• 🌐 Leverage Portal: https://leverage.binbash.co/
• 🔗 Related Issue: Feature | Integrate GenAI Doc into Leverage CLI Help Command #93
• 📄 Internal Wiki: https://binbash.atlassian.net/wiki/spaces/BDPS/pages/2485846018/Enhancing+Leverage+s+CLI+help+support+with+AI

✅ Tasks

• Research and document Cursor, Claude Code, and Kiro capabilities
• Define short-term goals for integrating AI in Leverage CLI development
• Create .cursor/rules and AI agent prompt strategy for CLI codebase
• Draft AI-driven contribution guide and onboarding path
• Identify a pilot feature to be fully AI-assisted (e.g., CLI UX enhancement)
• Plan org-wide rollout and standardization across Leverage repos

Let’s embrace this evolution and deliver more value, faster. 🚀

cc: @binbashar/leverage-ref-architecture-aws-dev @binbashar/leverage-ref-architecture-aws-admin