
Claude Al Architect Certification | Agent SDK
The Claude AI Architect Certification podcast, produced by OpenPod, helps developers and engineers master the Agent SDK for building autonomous AI systems. It covers architectural patterns, advanced tool-calling, and multi-agent orchestration in depth. The series breaks down the technical requirements for certification and offers practical guidance for creating intelligent, agentic workflows.
Episodes

How the Claude Agent SDK Works
Dive deep into the Claude Agent SDK, exploring its origins, design, and capabilities. Learn how it evolved from a specialized coding tool to a general-purpose agent framework, and discover the key differences between it and the standard Claude Client SDK. This episode covers permissions, hard limits, hooks, mechanical functionality (file system tools), the agent loop, and security conside

Claude Agent SDK Gather Act Verify Loop
This episode dives deep into the Claude Agent SDK, exploring the core concept of the Gather-Act-Verify loop and its engineering challenges. It covers stateful systems, API timeouts, error handling, message types, and the architecture's shift from imperative programming to declarative orchestration, comparing it to managing a coding intern.
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Claude SDK Session Persistence and Resume
This deep dive explores how the Cloud Agent SDK manages AI agent sessions, including session persistence, resuming from a specific point, and creating parallel timelines (forking). It covers the challenges of stateless LLM APIs and the SDK's solution for stateful operation, utilizing JSON lines files for efficient state management and the CRF framework (Continue, Resume, Fork) for manipul

Managing Claude Agent SDK Memory Compaction
This episode dives into the critical issue of memory management within the Claude Agent SDK, focusing on the automatic compaction process that prevents context window overflows and catastrophic memory loss during long-running agent executions. Learn how the SDK proactively summarizes conversation history to maintain performance and avoid errors.
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Claude SDK subagents and parallelization
This episode dives into the Claude Agent SDK, focusing on subagents and parallelization as a solution to the memory bottleneck inherent in traditional LLM agents. It uses the 'biosafety lab' analogy to illustrate how subagents isolate tasks, preventing context contamination and dramatically improving performance when dealing with large datasets like log files. Learn how subagents dynamic

Engineering Autonomous Loops with Claude Agent SDK - Episode 1
This episode dives into the core concepts of the Claude Agent SDK, exploring the agent loop, tools, memory management, and advanced control mechanisms. Learn how the SDK enables autonomous agents with full access to a computer and internet, addressing critical challenges like context window limitations and preventing agent drift.
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