RESEARCH READING ATTRACTION

🧠 DeeplyLLM Theory

A research-reading stop containing Three Ages of Digital Culture, The AI Era RTS, and the new source-driven report Sustained General-Purpose Chat-Native Software Development v1.1.

GPT-ONLY CONVERSATIONAL DEVELOPMENT

Creation provenance

The DeeplyLLM research/presentation workflow and its Made From Chat attraction integration were developed through sustained GPT-only conversational iteration, with GPT/ChatGPT as the exclusive AI coding collaborator.

NEW RESEARCH / ZENODO DOI

Sustained General-Purpose Chat-Native Software Development

VERSION1.1 · 28 AUG 2026
LENGTH22 PAGES
DOI RECORD10.5281/zenodo.22140866

This source-driven report investigates the history, prevalence, terminology and documentation scarcity of sustained general-purpose chat-native software development. It proposes a strict taxonomy and the analytical concept of the artifact accumulation loop.

The report is an independent research record and has not been peer reviewed.

DOI precision: the supplied v1.1 PDF prints 10.5281/zenodo.22140866 as the v1.0 DOI and states that v1.1 supersedes v1.0. The supplied PDF says the v1.1 version DOI is assigned on publication, but does not print that newer DOI. Made From Chat therefore records only the DOI actually present in the document.

FIRST-MOVER / PRIOR-ART STATUS

Research matrix

CREATIONSTANDARD
PRODUCTCLEAR PRIOR ART
MADE FROM CHAT INTEGRATIONNOVEL COMBINATION

PDF/theory readers are established; the novel combination is using real reading time as part of a constructible portfolio progression economy.

Status reflects a broad prior-art review supplied to Made From Chat and uses an earliest-known-public-implementation standard. It is not a patent opinion and does not assert knowledge of every private or unpublished experiment.