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AI Orchestration

Concurrency Limits for Agent Tool Calls: What Happens When an Agent Fans Out Faster Than Your Downstream Systems Can Take AI Agents
AI Agents

Concurrency Limits for Agent Tool Calls: What Happens When an Agent Fans Out Faster Than Your Downstream Systems Can Take

When an agent decides on its own to call five tools at once, something downstream has to absorb that burst. Most teams don't design for it until it's an outage.

News Brief 3 min read
A Framework for Deciding Where an LLM Call Belongs in Your Request Path Developer Tools & AI Engineering
Developer Tools & AI Engineering

A Framework for Deciding Where an LLM Call Belongs in Your Request Path

Sync, streaming, or background job — the placement decision shapes your product more than the prompt does.

News Brief 2 min read