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21CTO
21CTO
May 11, 2026 · Artificial Intelligence

How jcode Runs 10‑20 AI Agents on an 8 GB Laptop with Rust

jcode, a Rust‑based AI agent framework, uses only 27.8 MB per agent and 14 ms startup time, enabling 10‑20 concurrent agents on an 8 GB laptop, outperforming Claude Code, GitHub Copilot CLI and other Python‑based solutions in memory, speed, and scalability.

AI agentsMemory OptimizationMulti-Agent
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How jcode Runs 10‑20 AI Agents on an 8 GB Laptop with Rust