Resource Library
All the tools, frameworks, and practice guides you need to become an Agentic Engineer.
Tools & Platforms
ChatGPT
OpenAI's conversational AI — perfect for practicing prompts, getting explanations, and building workflows.
Claude
Anthropic's AI assistant — great for long documents, nuanced reasoning, and safe AI exploration.
Replit
A browser-based coding environment — write and run Python without installing anything.
OpenAI API
The developer API for GPT models — use it to build custom AI-powered Python scripts and apps.
Zapier
No-code automation platform — connect apps and build trigger-action workflows without writing code.
GitHub
Version control and portfolio platform — store your code, track changes, and share your projects.
Notion
All-in-one workspace — great for documenting AI workflows, storing research, and organizing projects.
SQLite
A lightweight database — perfect for giving your AI agents memory and tracking workflow state.
Weekly Practice Framework (5–7 Hours)
Learn a new concept
Read, watch, or explore a new AI topic from the current module.
Build a small project
Apply what you learned by building something — even if it's tiny.
Improve a past project
Go back to something you built and make it better.
Debug and optimize
Find what's broken or slow and fix it. This is where real learning happens.
Reflect and document
Write down what you learned, what broke, and what you'd do differently.
Weekly Reflection Questions
Ask yourself these questions at the end of every week to accelerate your learning:
What step broke?
Why did it fail?
How can I reduce human involvement?
What would make this more reliable?
What did I learn that surprised me?
Common Beginner Mistakes (and How to Fix Them)
Treating AI Like Google
Give structured instructions with role, context, and format.
Accepting the First Output
Always add an evaluation step. Ask AI to review its own answer.
Over-automating Too Early
Build in layers. Get one step working before connecting the next.
Ignoring Errors
Log every failure. Test one small component at a time.
Not Understanding the Code
Rewrite it manually and explain the logic out loud.
How to Measure Your Progress
Independence
Can you design workflows without templates?
Debugging Ability
Do you isolate errors quickly and systematically?
Less Human Input
Can you remove unnecessary manual steps?
Evaluation Depth
Can you critique AI output effectively?
Documentation Quality
Do you explain your systems clearly to others?
Final Test
Build a system from scratch without step-by-step guidance.