Classes in This Track
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Intro to Agents: 1-Day Intensive
- Build the loop that makes an agent an agent — think, act, observe, iterate
- Write system prompts as job descriptions, not personality quizzes
- Give agents tools and memory (RAG) — search, not magic
- Build your own agent framework in ~140 lines, understanding every one
- Orchestrate a swarm of agents that outwork you
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Context Engineering
- Engineer the full context lifecycle — what goes in, why, budget, persist, defend
- Build a FAISS vector store and RAG retrieval from scratch
- Compress long docs with summarization pipelines and sliding-window management
- Give agents a 5-tier hierarchical memory that persists
- Red-team your context — beat 10+ jailbreak/injection attacks, add Constitutional AI
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Production Agent Engineering
- Gate quality with a generator-critic loop — refuse to ship below your bar
- Orchestrate long-running agents by goal — poll for stalls, cap turns, kill infinite loops
- Trace every hop of a multi-agent run — who did what, where it broke, what it cost
- Guardrail your swarm — validate I/O, fence tool access, keep a human in the loop
- Build an agent that builds agents — a reusable library that loads MCP tools on demand
