Advanced Free 11 hours

Advanced OpenClaw Agent Systems

Multi-agent routing, memory at scale, safety, and operations.

A rigorous advanced course on OpenClaw system architecture, tool contracts, memory at scale, multi-agent routing, planning, recovery, evaluation, cost, safety, and operations. The curriculum is grounded in the curated technical references and preserves their technical depth, code, diagrams, decision rules, and failure analysis. Every lesson adds objectives, an applied lab, review questions, and concrete completion evidence. The course closes with a substantial capstone: Operate a multi-agent OpenClaw service with channel routing, scoped authority, memory policies, evaluations, budgets, and recovery drills.

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What you will learn

Leave with a working mental model.

  1. 01 Design permissioned tools with schemas, audit trails, and failure contracts
  2. 02 Engineer namespaced memory and reliable multi-agent routing
  3. 03 Implement bounded planning, reflection, recovery, and evaluation
  4. 04 Operate OpenClaw services with observability, budgets, sandboxing, and runbooks

Before you begin

Prerequisites

  • A working OpenClaw agent
  • Tool and memory configuration
  • Basic deployment and debugging experience

Curriculum

Course contents

9 modules · 24 lessons

01 Module 1: Architecture as a System 4 lessons
  1. 01 OpenClaw Overview and Mental Model Preview
  2. 02 OpenClaw Channels and Gateway Preview
  3. 03 OpenClaw Agent Lifecycle
  4. 04 OpenClaw Configuration Files
02 Module 2: Tooling as an Interface Contract 4 lessons
  1. 01 OpenClaw Tools and Skills
  2. 02 OpenClaw Tool Calling and Validation
  3. 03 OpenClaw External Integrations
  4. 04 OpenClaw Safety Sandboxing and Guardrails
03 Module 3: Memory at Scale 2 lessons
  1. 01 OpenClaw Memory Systems
  2. 02 OpenClaw State and Sessions
04 Module 4: Multi-Agent Design 3 lessons
  1. 01 OpenClaw Multi-Agent Routing
  2. 02 OpenClaw Agent Roles and Specialization
  3. 03 OpenClaw Agent Communication and Orchestration
05 Module 5: Planning, Reflection, and Recovery 2 lessons
  1. 01 OpenClaw Planning and Task Decomposition
  2. 02 OpenClaw Reflection and Recovery
06 Module 6: Observability and Evaluation 2 lessons
  1. 01 OpenClaw Observability and Debugging
  2. 02 OpenClaw Testing and Evaluation
07 Module 7: Performance and Cost 2 lessons
  1. 01 OpenClaw Performance and Cost
  2. 02 OpenClaw Models and Providers
08 Module 8: Production Operations 3 lessons
  1. 01 OpenClaw Deployment and Operations
  2. 02 OpenClaw Common Pitfalls
  3. 03 OpenClaw Capstone Projects
09 Module 9: Capstone Studio 2 lessons
  1. 01 Capstone Brief and Architecture
  2. 02 Validation, Review, and Definition of Done