Resources

Prompts, frameworks, and tools for working with AI

Scroll down for prompts, or jump to the AI tools directory below.

Start Here

Prompts for those just getting started. Simple, clear, and ready to use.

Performance Prompt Generator

Idea to Prompt

meta-promptingicctr

Beginner

Advanced Prompts

For those who want to go deeper. Require more experience with AI.

Critical Analysis Generator

Analysis

meta-promptingcritical-thinking

Advanced

Codebase Self-Optimization

Coding

devopsarchitecture

Intermediate

Technical Debt Audit

Coding

devopstech-debt

Advanced

Repository Deep Clean

Coding

devopscleanup

Intermediate

Documentation Review & Repair

Coding

devopsdocumentation

Intermediate

Project Modernization Executor

Coding

devopsmodernization

Advanced

Security Audit

Coding

devopssecurity

Advanced

Pre-Ship Verification Gate

Coding

devopsverification

Intermediate

Research Prompt Architect

Research

meta-promptingresearch

Intermediate

New

AI Training for Beginners

From zero to a working AI system in 60 minutes. Ten parts, zero code.

↑ Prompts

AI Tools

An overview of 35 AI tools I walked through in the video below — from conversational AI to creative tools and local infrastructure.

33 tools

What's changed since this video?

•Claude Cowork (Jan 2026) — AI coworker that sees your screen and executes desktop tasks.
•GPT-5-Codex (Sept 2025) — generally available, with Slack integration and SDK.
•New model generations across all major providers — Claude 4.x, GPT-5, Gemini 2.5 and more.