Counselor JayAI Workshop

Guide library

The workshop path.

The public guide library gives students the map. The private workshop adds templates, starter files, screenshots, install walkthroughs, and live project work.

Level 1

One-Shot Prompting vs. Agentic Harnesses

Why serious AI work needs files, roles, context, memory, and verification.

 Level 1

Install The Starter Harness

Choose Codex or Claude Code, install the student harness, and run the first verified session.

 Level 2

The Counselor Jay Sequencing Method

Turn vague ambition into database, analysis, roadmap, and portfolio proof.

 All levels

Academic Integrity

Allowed, risky, and unacceptable AI use.

 Parents

AI Subscription And Hardware Guide

Start at $20/month. Upgrade when the student's work earns it.

 Level 3

Frontier Models Plus Local LLMs

Orchestration, cost control, lab compute, and local agents.
Screenshot of existing local AI workflow guides
The original local AI workflow guides are being reconstituted into this organized path.

Source material

The old guides become modules.

  • Local LLM setup moves into Level 3.
  • Codex setup moves into Level 1.
  • Cost-control arguments move into Parents and Lab.
  • Vibe coding becomes disciplined project building.