Tagged articles

AI system design

3 articles · Page 1 of 1

Aug 12, 2026 · Artificial Intelligence

From Loop Engineering to Graph Engineering: Why Speed Isn’t Enough

The article explains how moving from single‑loop (Loop Engineering) to interconnected loops forming a graph (Graph Engineering) can prevent agents from optimizing narrow metrics at the expense of real business value, outlining risks like Goodhart’s law and offering a four‑step framework for supervision, conflict resolution, and independent auditing.

AI system designGoodhart's LawGraph Engineering

0 likes · 10 min read

From Loop Engineering to Graph Engineering: Why Speed Isn’t Enough

Architecture and Beyond

Jul 5, 2026 · Artificial Intelligence

Why Session‑First and Agent‑First Are Different, Not Better or Worse

The article analyses the Session‑First and Agent‑First paradigms for AI‑enabled software, outlining how Session‑First hides complexity in long chat sessions for rapid product launch, while Agent‑First restructures systems around autonomous agents with explicit APIs, documentation, security and observability, and advises when each approach is appropriate.

AI system designAgent EngineeringAgent-first

0 likes · 24 min read

Why Session‑First and Agent‑First Are Different, Not Better or Worse

Zhengtong Technical Team

Jun 5, 2020 · Artificial Intelligence

Design and Implementation of an Intelligent Chatbot System: Intent Recognition Algorithms and Architecture

The article details the architecture and intent recognition mechanisms of an AI chatbot for urban management, exploring regex matching, Levenshtein distance, and Naive Bayes classification, alongside dynamic model training and frontend data rendering strategies.

AI system designChatbot ArchitectureLevenshtein distance

0 likes · 11 min read

Design and Implementation of an Intelligent Chatbot System: Intent Recognition Algorithms and Architecture