Getting Started

  • Welcome & Overview
  • Logistics & Format
  • Prerequisites
  • Project Component

Week 1 — Agentic Cowork Tools

  • Overview & Objectives
  • How LLMs & Agents Work
  • Working with Claude & Claude Cowork
  • Claude Code at Scale

Week 2 — Agentic Systems

  • Overview & Objectives
  • REACT Loops & Harnesses
  • Building Good Skills
  • Agentic Workflow Systems

Week 3 — Deep Learning

  • Overview & Objectives
  • DL Architectures & Training
  • Open-Source Models & Evaluation
ESDS Advanced/Week 2 — Agentic Systems/Overview & Objectives
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Up next

REACT Loops & Harnesses

Days 1–2: an introduction to agentic systems — building a REACT loop and a simple harness around it.

On this page

    Week 2 — Agentic Systems

    Prerequisite: Week 1

    Week 2 moves from using agentic tools to building agentic systems of your own — from a first REACT loop to a monitored, guard-railed workflow.

    Objectives

    By the end of the week you should be able to:

    • Explain the anatomy of an agentic system and build a REACT loop.
    • Build a simple harness around an agent.
    • Build good, reliable, reusable skills.
    • Build an agentic workflow system with human-in-the-loop control, observability, guardrails, cost awareness, and memory.

    The week at a glance

    • Days 1–2: intro to agentic systems — building a REACT loop and a simple harness.
    • Day 3: building good skills.
    • Days 4–5: building an agentic workflow system — human in the loop, monitoring and observability, guardrails, costs, autonomous and semi-autonomous operation, and memory.

    How this feeds your project

    This is where your team can build the automation at the heart of its project: a workflow that does real work, safely, with the right human oversight.