Promptware OS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
OSSChat is What You Need for Open Source Community Operations
OSSChat now supports auto-reply for WeChat bots, helping you manage your open-source community by bridging WeChat groups with GitHub ...
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Promptware OS: One Line to Boot Your AI Co‑Founders
Turn fragile, copy‑pasted prompts into a shared operating system for your AI co‑founders, booted by a single line in their setup.
In ideas, Dec 08, 2025
When English Hits Ring 0: A Field Guide to PromptWare
Software 1.0 was code, 2.0 was data, 3.0 is prompts. Who owns prompts, how do we license them, and what happens when English effectively runs at ring 0?
In engineering, Dec 03, 2025
The Missing Feature in AI Coding Agents — And Why Only Claude Code Delivers It
A Deep Dive into Branching Conversations, Editable Prompts, and the Future of Terminal AI
In article, Dec 01, 2025
The Vibe Coding Cloud Protocol: One Tree to Rule Your Infrastructure
I used to dread opening my Azure portal—it was a graveyard of forgotten resources and confusing bills. Today, it’s a clean machine that matches exactly how I run my business. Here is ...
In engineering, Nov 29, 2025
Goodwin Checks: What Source Code Taught Me About Cognitive Health for Coding Agents
Before every mission, a woman asks a soldier a poker question. That tiny scene is the best design pattern I’ve seen for long-running AI agents.
In ideas, Nov 27, 2025
The Antigravity Effect: When Coding Becomes Orchestration
As an internal tester for Google Antigravity, I’ve had a front-row seat to the single biggest step-change in software development since the original IDE. But this isn’t just about f...
In tools, Nov 25, 2025
Confident-Cluster Decoding: A New Way to Make LLMs Less Random and More Trustworthy
Greedy decoding is too brittle, sampling is too random — Confident-Cluster Decoding (CCD) keeps only the tokens the model is truly confident about, exposes all top contenders, and tur...
In ideas, Nov 17, 2025
Announcing FireGen: Turn Firebase RTDB into Your Universal Generative AI API
FireGen is a Firebase Extension that transforms your Realtime Database into a universal Generative AI job queue, simplifying AI integration for solo founders and developers.
In announcement, Nov 13, 2025
Rethinking IAM: Designing a Human-Centered Command Line for Cloud Identity
A deep redesign of Google Cloud IAM’s language and CLI—simplified from first principles to minimize cognitive load and make identity management readable and intuitive.
In ideas, Nov 08, 2025
Rethinking Azure Billing: The Simple Design Microsoft Should Have Built
A founder’s deep dive into Azure’s confusing billing system — MCA, EA, MOSP, and beyond — and a redesign proposal that finally makes sense. This reimagined model simplifies Azure bill...
In ideas, Nov 04, 2025
Vibe Coding to Production: The Case for a Two-Stage Pipeline
Purpose: Present PreAngel’s current best-practice two-stage deployment model — powered by GitHub Actions, Cloud Run, Artifact Registry, and Workload Identity Federation (WIF). This ve...
In guide, Oct 13, 2025
🧭 Decoding the Chaos: The Ultimate Guide to Software Environment & Release Naming
🚀 Confused by terms like Preview, Beta, and Staging? You're not alone. This post breaks down the chaos into three clear axes every developer should know - By Huan Li — a developer onc...
In guide, Oct 12, 2025
Google Cloud Authentication — The Divio-Style Field Guide for Senior Full‑Stack Devs
A practical, copy‑pastable guide that untangles identities, credentials, tokens, ADC, OAuth 2.0, API keys, service accounts, impersonation, and Workload Identity Federation — organise...
In guide, Sep 12, 2025
Breaking the Reverse Engineering Barrier: How LLMs and Frida Are Revolutionizing WeChat Analysis
A deep dive into building an AI-powered reverse engineering agent that automatically locates and hooks WeChat’s message handling functions
In ideas, Aug 12, 2025
Coding with the Ghost in the Machine: The Architecture That Powers AI-Driven Development
A Case Study from the ReKey Team
In article, Aug 09, 2025
Wechaty & AWS Global Recruitment: Leave an Eternal Mark with Your Code!
Wechaty & AWS AI development competition globally recruiting developers to create innovative AI chatbots using large language models - three tracks including efficiency, public welfar...
In article, May 23, 2025
All Interfaces Are Becoming Conversational
Huan's Law: 'Any app that can be talked to, will be talked to.' Explore the future of voice-first and conversational apps, where talking to technology becomes the norm.
In announcement, Apr 15, 2025
🚀 What's the Best Transport for an Event-Driven Architecture: WebSocket or SSE + POST?
As the creator of the Wechaty and Chatie projects, I’ve spent years building conversational and messaging tools for developers. Now, I’m investing in a new phase of cloud-native, even...
In event, Apr 04, 2025
AWS with Wechaty | AWS Generative AI Application Challenge Kicks Off!
✨ The 2nd China Generative AI Innovation Application Challenge ✨
In article, Apr 25, 2024
Building an Intelligent Medical WeChat Bot with Dify, GPT-4 Turbo, and Wechaty
Building an intelligent medical follow-up and health education WeChat bot using Dify's GPT-4 Turbo Agent platform and Wechaty, featuring conversation context management and knowledge ...
In article, Mar 30, 2024
2024GDC: Wechaty Showcasing the Power of AI and Automation at GDC 2024
In announcement, Mar 26, 2024
Unveiling the Treasures of Collaboration: My Wechaty GSoD'21 Gifts
Hello, friends and fellow tech enthusiasts!
In gsod, Feb 18, 2024
TensorFlow.js: Machine Learning in JavaScript
Huan takes us on a journey into the world of machine learning right in your browser with TensorFlow.js. Whether you’re a developer, tech enthusiast, or just curious about the inters...
In talk, Feb 05, 2024
Wechaty + LLM Empowering Grassroots Community Autonomy
When neighborhood committees meet Wechaty + large language models - a digital social worker assistant using AI to help community workers manage 198 policy documents and generate activ...
In article, Nov 21, 2023
Game-Copilot Assists Game Studios with Brainstorming
This post is also available in Chinese
In article, Oct 24, 2023
wechaty+TypeChat: Control Your WeChat with Natural Language
This post is also available in Chinese
In article, Aug 06, 2023
Live from WAIC 2023: Wechaty at the Open Source Bazaar
Wechaty was invited to the WAIC 2023 Open Source Bazaar, creating a lively and interactive atmosphere. This post captures the highlights from the event, including our community's enga...
In announcement, Jul 08, 2023
Deploying Private ChatGPT with Wechaty and LangChain
Building a private GPT chatbot on WeChat using Wechaty and LangChain with Pinecone vector database for document embedding and intelligent Q&A capabilities.
In article, Jul 07, 2023
Community meeting: generate Wechaty code with LLM & FLAML
FLAML (Fast Library for Automated Machine Learning, https://github.com/microsoft/FLAML) is a lightweight Python library for efficient automation of machine learning and AI operations,...
In event, Jun 22, 2023
Haoshiyou Bot Upgraded to WeCom with ChatGPT Integration
Upgrading Haoshiyou roommate-finding bot from personal WeChat to WeCom (WeChat Work) for better stability, featuring ChatGPT integration and deployment solutions for China network res...
In article, May 21, 2023
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