Anthropic publishes 90-minute masterclass on building reliable AI agents
Anthropic publishes 90-minute masterclass on building reliable AI agents
Anthropic engineers released a 90-minute technical masterclass on creating Claude Managed Agents, covering harness architecture, skills, memory systems, context management, multi-agent orchestration, and learning from previous sessions.
Anthropic engineers published a 90-minute technical masterclass on creating Claude Managed Agents.
The session covers:
- The architecture of an agent harness and the trade-offs involved in designing it.
- Skills, agent loops, and memory systems.
- Context reset and context management.
- Orchestrating multiple agents and validating their outputs.
- Agent Dreaming and learning from previous sessions.
Why it matters
AnalysisIt provides practical engineering guidance for teams building production AI agent systems. The material highlights key trade-offs in agent architecture, memory, and validation.
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