A proof of concept shows how multi-agent orchestration in Visual Studio Code 1.109 can turn a fragile, one-pass AI workflow into a more reliable, auditable process by breaking long tasks into smaller, ...
An MCP server (stdio transport) that wraps Hugging Face's LocalPythonExecutor (from the smolagents framework). It is a custom Python runtime that provides basic isolation/security when running Python ...
Token tax for tool schemas (if tools are in prompt, you pay) Loop multiplier (multi-step = multi-call (that's how context works)) Cold start overhead (spawning + handshake takes time) Long-lived vs ...
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