Beginner1 hour
What AI Actually Is
Strip away the noise. Understand how AI works, what it can and cannot do, and why the economics matter more than the technology.
2 modules · 5 lessons
11 courses available
Strip away the noise. Understand how AI works, what it can and cannot do, and why the economics matter more than the technology.
Stop getting random outputs. Learn the frameworks that turn AI from an unreliable toy into a repeatable tool.
Find where AI fits in your business, calculate the ROI, and build a phased adoption plan that starts with quick wins.
Go from using AI tools to building AI features. APIs, the AI SDK, RAG basics, workflows and agents, and deployment.
Design and ship agents that survive real tasks. Tool design, MCP, context engineering, memory, orchestration, and a capstone that ships.
Build retrieval-augmented generation systems that survive real traffic, real budgets, and real users.
Stop vibe-checking your AI. Build evaluation harnesses that make AI systems reliable enough to trust.
Build voice-first conversational agents that feel instant and fail gracefully.
Stop treating prompt injection as an alignment problem. Build deterministic security controls that protect your agent from data theft, tool misuse, and model extraction.
Architect AI systems that survive vendor changes, API outages, and cost surprises. Hardened for the real world.
For engineers delegating to coding agents. Build the repo, specs, and verification loops that turn capable models into shipped work.