Kerness core engine and pypi update, quick and easy way to install your harness framework. pip3 install --upgrade kerness github.com/xwings/kerness

Kerness v0.1.0 released. a true framework for you to build your own harness. Multi-agent, memory management, skills and etc. Plug and play. github.com/xwings/kerness/re…

Everyone is running someone else's harness. Kerness is the kernel underneath harness: provider transport, tool dialects, the turn loop, access control, memory, compaction, resume. You write the Markdown saying how yours behaves. 60 seconds, not 6 weeks. Written in rust with python binding. github.com/xwings/kerness

Software engineering took 30 years to evolve. AI is doing it in 3 (more or less) We are watching the exact same abstraction ladder being built in real-time. Here is the mapping: 🧵👇 1️⃣ The Language & Editor Era 💻Code: Arguing over C, Assembly, Pascal, BASIC, & Java. The holy wars of vi vs. vim vs. emacs. 🤖 AI (2023): OpenAI, Google Gemini, Claude. We learned the raw syntax of prompting via primitive web interfaces. 2️⃣ The Library Era 💻 Code: Assembling isolated packages to build out logic without starting from scratch. 🤖 AI (Now): The MCP & Skills Era. Giving models specific tools to interact with local environments and APIs. 3️⃣ The Framework Era 💻 Code: Abstraction peaked. Frameworks like Node.js, Django (Python), & Qt (C++) emerged, dictating architecture so everything became plug-and-play. 🤖 AI (Next): The OpenClaw Era. Full agentic frameworks handling memory, routing, and autonomous execution natively. The Reality Check: @openclaw isn’t a toy. It’s a serious programming framework for builders. Just like you plug and play with Node.js to build a backend, OpenClaw is the framework for the AI era. The paradigm is shifting from "writing scripts" to "managing autonomous agents." Are you ready?

Can't decide which AI model gives the best answer? Check out github.com/xwings/clawstick – it lets multiple top models debate your question and deliver the ultimate refined response! Huge thanks to @openrouter for making model switching effortless!

Had some fun with rust and wrote a kernel. github.com/xwings/elinOS elinOS RISC-V64 kernel