A coding-agent harness as a platform
The Claude Agent SDK builds on the agent harness behind Claude Code. Its value is not just model access; it is the surrounding tool ecosystem: file operations, command execution, web search, MCP extensibility, permissions, session management, and monitoring.
That makes it attractive for codebase agents, SRE agents, review agents, and automation where tool permissions and session continuity matter.
Use it when the harness is the product
If your agent mostly needs to operate in a repo or developer environment, a harness with mature file, shell, MCP, and permission concepts can save a lot of glue code.
But provider-specific SDKs move. Always check current docs before teaching exact install commands or option names. This quest gives the architecture; SDK quests can pin exact current usage later.