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Skills2026-06-08 · source-backed
Budget ceilings belong in the harness itself. Use the Claude Agent SDK's ~25-turn-per-subagent default as a hard stop, Vercel AI SDK 6's stepCountIs(N), or a LangGraph checkpointer with explicit step budgets. A runaway agent should be bounded before it spends, not flagged after the invoice.
Each link below shares sources, entities, or timing with this story.
LangGraph uses LangSmith / Shared entity: LangGraph / Shared topic / Earlier coverage
Linked by a graph relationship (LangGraph uses LangSmith); both cover LangGraph; overlapping topics (agent, langgraph).
Vercel AI SDK built by Vercel / Shared entity: LangGraph / Shared topic / Earlier coverage
Linked by a graph relationship (Vercel AI SDK built by Vercel); both cover LangGraph; overlapping topics (agent, langgraph).
Anthropic released Claude Agent SDK / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Anthropic released Claude Agent SDK); both cover Budget, LangGraph; overlapping topics (agent, budget, claude).
Xcode supports Claude Agent SDK / Shared topic / Tension
Linked by a graph relationship (Xcode supports Claude Agent SDK); overlapping topics (agent, claude, cost); pushes against this story (vs).
Anthropic released Claude Agent SDK / Shared topic / Tension
Linked by a graph relationship (Anthropic released Claude Agent SDK); overlapping topics (agent, claude, cost); pushes against this story (vs).
Microsoft Agent Framework supports Claude Agent SDK / Shared entity: LangGraph / What happened next
Linked by a graph relationship (Microsoft Agent Framework supports Claude Agent SDK); both cover LangGraph; picks up the LangGraph thread on 2026-08-09.
Vercel AI SDK supports Ollama / Shared topic
Linked by a graph relationship (Vercel AI SDK supports Ollama); overlapping topics (agent, bounded, budget, caps).
Claude Agent SDK supports MCP / Shared entity: LangGraph / What happened next
Linked by a graph relationship (Claude Agent SDK supports MCP); both cover LangGraph; picks up the LangGraph thread on 2026-06-29.