Every concept from Anthropic's official syllabus - rebuilt as hands-on exercises, visual explainers, and production scenarios that make the material click on the first pass.
Each lesson pairs an AI character with a student - breaking down the hardest ideas into visual, conversational panels you actually want to read.
Before you read any theory, you answer a question. Before you memorize a parameter, you experiment. Here's what that feels like:
Adversarial input hits your bot. Structure prompts to resist.
Unbounded context = tripled spend. Fix: caching + windowing.
JSON inconsistent. Solution: tool_use constrained decoding.
Every concept opens with a prediction question - you commit before you learn.
Each wrong answer explains exactly why it fails. Mistakes become understanding.
AI-generated comic panels break dense ideas into conversational Q&A.
Experiment with parameters in real-time instead of memorizing numbers.
5 real situations per lesson - from injection attacks to cost spikes.
Instant green/red feedback. Earn points. Track your journey across modules.
Mirroring the real certification format. With retry and full explanations.
Nothing removed. Every concept from all 4 official certifications, fully covered.