Agentic API adds a stateful layer in front of vLLM for open-model agent runtimes

techNmak · x · 2026-09-03

Agentic API is a stateful API layer in front of vLLM that turns raw inference into an agent runtime: session state, tool-call loops, streaming, and persistence move server-side, so clients resume via previousresponseid instead of resending full context. Tools are split into gateway-owned (web search, MCP, server-side), client-owned (Codex shell, editor actions), and provider-owned (passthrough), giving open models on vLLM an OpenAI-style stateful agent API.

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