Mastery Trajectory

The Frontier AI Skill Roadmap

A visual progression guide connecting theory, prompt steering, media generation, and production multi-agent engineering.

Stage 01

Tokens & Byte-Pair EncodingContext WindowsTemperature & SamplingProbability Distributions

Stage 02

CRISPE FrameworkFew-Shot In-Context LearningChain-of-Thought (CoT)Strict JSON Schemas

Stage 03

Storyboarding with Flux/MidjourneyRunway Gen-3 Camera VectorsElevenLabs Voice ModulationContinuity & Pacing

Stage 04

Pydantic v2 ModelsAsync IO & Token StreamingVercel AI SDK IntegrationVector Databases & Embeddings

Stage 05

ReAct Cognitive CyclesLangGraph State MachinesDynamic Tool CallingHuman-in-the-Loop Safeguards