Architecting Neocloud Compute for the MCP & Agentic Workload Era

Описание и применение

Kilawatt Cloud создал инфраструктуру для автономных агентов, обеспечив низкую задержку, стабильные SSE‑соединения и микробиллинг через HTTP 402/X402, снизив стоимость выполнения 1 000 циклов агента до 0,45 USD.

Задача

Enterprise autonomous agents require stateful, low‑latency compute and machine‑to‑machine billing, which traditional serverless or VM platforms cannot provide efficiently.

Результат

Kilawatt Cloud achieved <120 ms cold‑start latency, native persistent SSE connections, and native micro‑billing, outperforming legacy VMs (2,400 ms) and generic serverless containers (850 ms) while reducing cost per 1k agent loops from $4.20 to $0.45.

Рабочий процесс

• Deploy a custom MCP server on Kilawatt using the provided Docker image
• Register compute tools (e.g., execute_sandboxed_compute) via the MCP SDK
• Configure tool execution parameters (cpu‑high‑freq, gpu‑v100, gpu‑a100)
• Expose the server through persistent SSE endpoints (/sse, /messages)
• Enable HTTP 402/X402 payment headers for micro‑settlement
• Agents request compute, receive 402 if unauthenticated, sign X‑402‑Payment‑Token, and execute payloads instantly

Доказательства

Cold Start Latency: Legacy Hyperscaler VM: 2,400 ms; Generic Serverless Container: 850 ms; Kilawatt Cloud: <120 ms

Источник

SSE Connection Stability: Legacy VM – moderate; Generic Serverless – poor (timeouts after 30s); Kilawatt – native/persistent

Источник

Cost per 1k Agent Loops: Legacy VM $4.20; Generic Serverless $1.80; Kilawatt $0.45

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