agentfield

Architecture
in Practice.

Reference architectures for production agent systems. From evaluation pipelines to multi-agent orchestration.

Deep Research API
Autonomous Backend

Deep Research API

A massively parallel research backend. Recursively fans out execution to 10k+ agents, filtering signal from noise to synthesize verifiable, executive-grade strategies with deep citation chains.

Multi-Agent PipelinePydantic + RAGAutomated Design
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Production RAG Evaluator
Reference Architecture

Production RAG Evaluator

Ship a RAG system? You need to know when it's lying. This evaluator samples your responses in production, scores them across four dimensions, and shows you where the bodies are buried.

ML + LLM HybridProduction SamplingREST API
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In the Lab

Autonomous systems. Real architectures.

We're documenting how to build AI backends that run themselves—multi-agent coordination, adaptive workflows, self-correcting pipelines. Subscribe for early access to new patterns.