Paper 003 · LLM Pipelines · Architecture
Inside AgentGuard
A Four-Stage Pipeline for Structured LLM Generation
Por Ramón Labbé · publicado abril de 2026
Abstract
Most public discussion of LLM-assisted code generation stops at the prompt. The engineering reality of a production pipeline is different: there are stages, a contract between stages, a session store, a validator, and a set of boundary conditions that decide whether the pipeline can be paused, resumed, or replayed. This paper documents the four-stage architecture of the AgentGuard generation pipeline — skeleton, contracts-and-wiring, logic, and validate — and explains the design decisions behind each boundary. It is a companion to the author's prior work on the mechanism, the empirical benchmark, and the enterprise argument; its role is to make the architecture legible enough that both the benchmark and the enterprise argument can be evaluated against the system they describe.
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@misc{ramónlabbé2026pipelinearchitecture,
title = {Inside AgentGuard: A Four-Stage Pipeline for Structured LLM Generation},
author = {Ramón Labbé},
year = {2026},
url = {https://papers.rlabs.cl/003-pipeline-architecture.pdf},
note = {RLabs Lab — 003-pipeline-architecture}
}