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Latest from Chengwu Tech Stack

44 recent articles
Chengwu Tech Stack
Chengwu Tech Stack
Jul 20, 2026 · Industry Insights

When One Developer Commands 10 AI Agents: Restructuring Software Companies for the AI Era

The article analyzes how AI transforms software company organizations, shifting bottlenecks from coding efficiency to AI collaboration management, proposing autonomous squads, an AI Engineering OS with shared memory and automated review, and a new 'AI Software Director' role blending architecture, business, and AI orchestration.

AI Engineering OSAI agentsAI-assisted development
0 likes · 8 min read
When One Developer Commands 10 AI Agents: Restructuring Software Companies for the AI Era
Chengwu Tech Stack
Chengwu Tech Stack
Jul 18, 2026 · Artificial Intelligence

SwarmAgent: Turning Multi-Agent Concepts into a Verifiable MVP

SwarmAgent evolves from a conceptual multi-agent template into a verifiable MVP by implementing true parallel execution, reliable result passing, standard MCP compliance, security boundaries, and comprehensive contract tests, while honestly documenting its current limitations.

MCPMVPSwarmAgent
0 likes · 11 min read
SwarmAgent: Turning Multi-Agent Concepts into a Verifiable MVP
Chengwu Tech Stack
Chengwu Tech Stack
Jul 17, 2026 · Operations

Expose Local Services via Cloud Gateway with FRP: Practical Guide

This guide demonstrates how to use a low-cost cloud server running FRP (frps) as a secure gateway to expose local services (web, AI, databases) to the internet without migrating compute or data, covering architecture, security hardening, systemd deployment, Nginx integration, verification steps, and suitability for personal projects and small teams.

FRPNginxTLS
0 likes · 18 min read
Expose Local Services via Cloud Gateway with FRP: Practical Guide
Chengwu Tech Stack
Chengwu Tech Stack
Jul 16, 2026 · Artificial Intelligence

Novel Agent V2: Multi-Agent LangGraph Pipeline for Consistent Long-Form Novels

Novel Agent V2 is an open-source system that uses LangGraph to orchestrate multiple specialized agents—Director, Planner, Writer, Editor, Checker, RepairAgent—along with structured memory, a foreshadowing state machine, and a generation-verification-repair loop to maintain character consistency, plot coherence, and fact integrity across hundreds of chapters.

AI writingLangGraphforeshadowing state machine
0 likes · 16 min read
Novel Agent V2: Multi-Agent LangGraph Pipeline for Consistent Long-Form Novels
Chengwu Tech Stack
Chengwu Tech Stack
Aug 20, 2025 · Industry Insights

China's AI Overtaking: 'Infrastructure+Scenarios+Policy' Playbook Reshapes the Era

This 2025 global AI panorama report analyzes the shifting US-China bipolar landscape, China's breakthrough via infrastructure investment, scenario-driven deployment, and policy innovation, the DeepSeek phenomenon's open-source MoE architecture and private deployment models, and future battlegrounds in chips, killer apps, and global governance.

AI ChipsAI GovernanceAI Infrastructure
0 likes · 7 min read
China's AI Overtaking: 'Infrastructure+Scenarios+Policy' Playbook Reshapes the Era
Chengwu Tech Stack
Chengwu Tech Stack
Aug 18, 2025 · Artificial Intelligence

DeepSeek + IDE Plugins: Turn AI into Your Coding Co-Pilot

This article explores integrating DeepSeek AI into VS Code and IntelliJ IDEA to automate coding tasks like SQL generation, test creation, and refactoring, detailing setup methods, practical examples, team adoption strategies, and future AI pair-programming trends.

AI-assisted programmingDeepSeekIntelliJ IDEA
0 likes · 9 min read
DeepSeek + IDE Plugins: Turn AI into Your Coding Co-Pilot
Chengwu Tech Stack
Chengwu Tech Stack
Aug 14, 2025 · Industry Insights

Low-Code Explained: Why It's Becoming a Must-Have Skill for Business Users

This article explains low-code platforms in plain language, covering what they are, what business users can build with them (forms, databases, workflows, reports, apps), who they suit, the underlying technology, how AI enhances them, how to get started, common misconceptions, and why low-code is becoming an essential workplace skill like Excel.

AI-assisted developmentbusiness automationcitizen development
0 likes · 12 min read
Low-Code Explained: Why It's Becoming a Must-Have Skill for Business Users
Chengwu Tech Stack
Chengwu Tech Stack
Aug 12, 2025 · R&D Management

Building an Enterprise HRMS on Chengwu Low-Code with Deepseek, AMIS & LogicFlow

The article demonstrates building an enterprise HR management system on the Chengwu low-code platform, using Deepseek to generate SQL for employee, attendance, and salary tables; AMIS to create frontend pages for employee and attendance management; and LogicFlow to automate leave approval workflows, showcasing a complete low-code development approach.

AMISDeepSeekHRMS
0 likes · 12 min read
Building an Enterprise HRMS on Chengwu Low-Code with Deepseek, AMIS & LogicFlow