瑞典马工 ·
Stop Learning AI. Start Using It.
The best way to learn AI is to skip the learning and solve a real business problem. A $40/month store assistant case shows why starting from problems beats starting from technology.
Stop Learning AI. Start Using It.
AgentsZone is a community of AI engineering practitioners. Our members span the globe, from big tech to one-person companies, exploring how to redefine software engineering with AI Agents.
Members are driving AI Agent adoption within their own organizations — restructuring teams, building toolchains for the AI era, and delivering end-to-end business value. These practices are codified in the Harness Engineering Playbook, the world's first software engineering framework for the AI Agent era. The community also collects and analyzes first-hand case studies, shared through weekly Saturday evening sessions and published articles.
We encourage exploration, encourage challenge, and discourage politeness.
Articles
Hands-on experience from community members. How teams adopt Agents, manage quality, and build workflows.
Discussions
Recurring themes from community chats, distilled into focused concept pages.
Events
Weekly Saturday evening online sessions. Real-world talks, teardowns, and occasional guest speakers.
Contributors
Community members who write articles and give talks. You're welcome to create a profile too.
Latest Articles
View all → 杨正武 ·
Feature Workflow v3: From Templates to Tailored Design — AI Workflows Are No Silver Bullet
Feature Workflow v3 upgrades to a Command + Agent + Skill three-layer architecture. The core insight: template-based workflows are not silver bullets — every project needs purpose-built Skill design.
付权智 ·
System Infrastructure for the Agent Era: Recap of the First AgenticOS Workshop
A summary of the first AgenticOS Workshop at ASPLOS 2026, exploring agents' dual role: as new users demanding fault tolerance, exploratory execution, and resource control; and as new builders enabling specialized software revival and LLM-assisted system management.
杨正武 ·
Enterprise Software in the Agent-First Era: From SOP to Skill
Exploring the core of Agent-First transformation: Skill codification, security design, and commercialization methodology, drawing from cross-border e-commerce practices.
杨正武 ·
AILock-Step Protocol: An Engineering Solution to AI Agent Hallucination Skipping
A strict linear execution protocol based on STP state anchors. Eliminates hallucination skipping via physical jumps, enabling checkpoint-resumable AI Agent development with absolute idempotency.
What Members Say
I was a lone explorer — had my own ideas, ran my own experiments. Wrong? Try again. Right? Keep going. But the frontier moves fast, and useful references were hard to find. I could reach some conclusions on my own, but the efficiency was terrible.
After joining, I realized many of my hard-won discoveries were already common sense here. The collective experience of success and failure is incomparable to solo practice.
Join the Community
Scan to join our WeChat group. Weekly Saturday evening talks, daily sparring in chat. You must introduce yourself on entry. Lurkers get removed.
