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Course Library
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Prompting Fundamentals
Write prompts that ship. Output schemas, role framing, few-shot vs chain-of-thought. Every lesson is graded by an AI evaluator on a hidden test set.
Evaluating AI Output
Build golden sets, write rubrics, run regression tests. Learn what good evals look like and ship one for your own agent.
RAG in Practice
Chunking, embeddings, retrieval evaluation. Build a real RAG pipeline against a noisy corpus and measure recall.
Agents 101
Tool use, planning loops, multi-step reasoning. Build an agent, then break it. Live grading on conversation transcripts.
Tool Use & MCP
Wire AI to real systems via Model Context Protocol. Build MCP servers, consume them from agents, debug tool-call failures.
Shipping AI Features
From prototype to production: cost controls, latency budgets, observability, prompt versioning, regression gates.
Red-Teaming AI Systems
Adversarial prompting, jailbreaks, prompt injection. Try to break sample agents — your attacks are scored by severity.
Voice AI & Real-Time
STT, TTS, turn-taking, latency. Build a voice agent end-to-end and measure conversational quality with AI graders.