Eng Exp on Tech Foundations

Design Pressure

Mon, 01 Jan 0001 00:00:00 +0000

Design Pressure Toward Modularity in LLM Systems

How a Contract-Driven Test System Shapes Architecture (RAG + Function Calling)

This document is a technical reference on why and how an evaluation/test system should create design pressure toward modularity for LLM products – specifically RAG + function calling systems. It is designed as a “research memory” artifact: comprehensive, detailed, and intended to be revisited.

Ebse

Mon, 01 Jan 0001 00:00:00 +0000

Overview of Evidence-Based Software Engineering

Evidence-based software engineering (EBSE) is a research approach that utilizes empirical research methods to evaluate software engineering practices, tools, and standards. It aims to integrate the best available evidence from research with practical experience in software development.

Exploratory Design

Mon, 01 Jan 0001 00:00:00 +0000

I’ll broaden the frame from RAG to engineering methodology. The useful target is not “manual RAG,” but a family of practices around staged pipelines, inspection surfaces, human steering, exploratory design, and progressive automation.