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Top Architect

Top Architect focuses on sharing practical architecture knowledge, covering enterprise, system, website, large‑scale distributed, and high‑availability architectures, plus architecture adjustments using internet technologies. We welcome idea‑driven, sharing‑oriented architects to exchange and learn together.

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Recent Articles

Latest from Top Architect

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Top Architect
Top Architect
Jun 13, 2026 · Artificial Intelligence

What Is an Inference Large Language Model? A Visual Guide

The article explains inference‑type large language models, how they differ from traditional models by breaking questions into reasoning steps, the shift from training‑time to test‑time compute, scaling‑law insights, validation techniques, proposal‑distribution tricks, and the detailed training pipeline of DeepSeek‑R1, while also discussing failed experiments and future directions.

DeepSeek R1Scaling LawsTest-Time Compute
0 likes · 20 min read
What Is an Inference Large Language Model? A Visual Guide
Top Architect
Top Architect
Jun 13, 2026 · Artificial Intelligence

Gemini Omni Review: Transform Sketches into Cinematic Videos with a Single Prompt

Google unveiled Gemini Omni, a new multimodal world model that combines reasoning and generation to create realistic videos, edit them conversationally, and demonstrate emergent abilities like style transfer and scene continuation, while introducing safety measures such as avatar registration and forced watermarks.

AI safetyGemini Omnidigital avatar
0 likes · 10 min read
Gemini Omni Review: Transform Sketches into Cinematic Videos with a Single Prompt
Top Architect
Top Architect
Jun 12, 2026 · Artificial Intelligence

Google’s Gemini 3.2 Flash Appears Quietly – Coding Power Beats Its Own Pro Model

Developers discovered that Gemini 3.2 Flash silently rolled out on the web, instantly generating thousands of lines of code—from interactive 3D scenes to a functional Windows 98—thanks to aggressive model distillation and sparsification, while also integrating third‑party services and reshaping the AI competition ahead of Google I/O 2026.

AI competitionAI integrationGemini 3.2
0 likes · 7 min read
Google’s Gemini 3.2 Flash Appears Quietly – Coding Power Beats Its Own Pro Model
Top Architect
Top Architect
Jun 12, 2026 · Operations

A Lightweight Nginx Log Analyzer That Finally Works

NginxPulse is a lightweight Nginx log analysis panel built with Go‑Gin backend and Vue3 frontend, offering real‑time PV/UV, IP geolocation, multi‑site support, custom log formats, remote log fetching, Docker/Docker‑Compose deployment, single‑binary builds and optional access control, all backed by SQLite.

DockerGoLog Analysis
0 likes · 8 min read
A Lightweight Nginx Log Analyzer That Finally Works
Top Architect
Top Architect
Jun 11, 2026 · Artificial Intelligence

OpenAI Codex Now Available in ChatGPT Mobile App for All Users

OpenAI has previewed Codex on the ChatGPT Android and iOS apps, letting every user—including free‑tier accounts—manage, approve, and run code from their phone via a secure relay layer, remote SSH support, and new workflow hooks.

AI coding assistantChatGPTCodex
0 likes · 6 min read
OpenAI Codex Now Available in ChatGPT Mobile App for All Users
Top Architect
Top Architect
Jun 11, 2026 · Backend Development

How to Speed Up Large-Scale Queries with MyBatisPlus

The article analyzes why conventional MyBatisPlus queries become slow and memory‑intensive when handling millions of rows, then demonstrates three alternatives—regular pagination, stream query, and cursor query—showing their implementation, trade‑offs, and practical tips for avoiding OOM and improving performance.

CursorJavaLarge Data
0 likes · 10 min read
How to Speed Up Large-Scale Queries with MyBatisPlus
Top Architect
Top Architect
Jun 11, 2026 · Artificial Intelligence

Gemini Omni Review: How One Prompt Turns Sketches into Cinematic Videos

Google DeepMind’s Gemini Omni is presented as a new world model that combines reasoning and generation to enable conversational video editing, multimodal training, and emergent capabilities, contrasting it with Veo while discussing trade‑offs, safety measures, and the model’s broader impact on AI development.

AI researchGemini Omniemergent behavior
0 likes · 10 min read
Gemini Omni Review: How One Prompt Turns Sketches into Cinematic Videos
Top Architect
Top Architect
Jun 11, 2026 · Artificial Intelligence

Google’s Gemini 3.2 Flash Appears Silently, Outcoding Its Own Pro Model

Gemini 3.2 Flash was quietly released on the web, discovered by a Reddit user, and instantly demonstrated the ability to generate thousands of lines of code—including complex SVG, Three.js scenes, and even a functional Windows 98 environment—thanks to a distilled and sparsified model that rivals GPT‑5.5 performance while cutting inference cost by 15‑20×.

AI codingGemini 3.2Google AI
0 likes · 8 min read
Google’s Gemini 3.2 Flash Appears Silently, Outcoding Its Own Pro Model
Top Architect
Top Architect
Jun 10, 2026 · Artificial Intelligence

OpenAI Brings Codex to the ChatGPT Mobile App – Full Access for All Users

OpenAI has launched a preview of Codex inside the ChatGPT mobile app for both Android and iOS, giving every user—including free‑tier accounts—a secure, synchronized way to review, approve, and run code from anywhere, with new remote‑SSH support and upcoming automation features.

AIChatGPTCodex
0 likes · 6 min read
OpenAI Brings Codex to the ChatGPT Mobile App – Full Access for All Users