An intentionally small, curated working library of proven operator workflows for AI-assisted software work.

Aura-Frog Cursor provides a structured, command-based workflow for AI-assisted development in Cursor IDE. It replaces ad-hoc prompting with clear workflows, embedded instructions, and guided steps to improve analysis, implementation, and documentation quality.

Introductory Python exercises focusing on virtual environments, linting, formatting, core data types, flow control, exception handling, built-ins, standard modules, and developer workflows.

The start of a library of useful developer-experience enhancing tools featuring a high precision codebase meta-file generator, a universal plug-and-play LLM providers library, and others with more to come.

Whitepaper for Script-as-Test: A model for test asset visibility and collaboration across code and management systems.

Practical Cursor workflows for repo discovery, planning, implementation, debugging, testing, and review.

A two-file protocol for running multiple Claude Code instances on the same repo without conflicts.

An opinionated refinement of the Plan, Prompt, Execute, Review loop for agentic coding. Adds small slices over long sweeps, security as its own review pass, and the Record step most guides skip.

Professional GitHub profile for AI systems architecture, automation, and builder work.

This repository contains a script to install VS Code extensions that i use

An OpenCode-first vibecoding playbook for turning AI-assisted development into a repeatable, evidence-driven workflow.