Skill Port
Store a Skill once. Skill Port uses a local Hub, explicit enablement, and source records, then serves multiple projects and agents through CLI and Desktop clients.
GitHubCODING AGENT / HARNESS / TOOLS
Study AI-native development, turn methods into tools.
I’m Kane, a software engineer. I explore agent context, verification, and feedback, and record engineering practices that can be reused in real projects.
Turn ideas into tools.
Leave a record after practice.
How an Agent Recovers a Project Without Chat History
Turn a repository into an agent workspace so a fresh session can recover project facts, state, and the correct workflow from files alone.
Hard Gates for Fast Agents
Use observable acceptance criteria, risk-based tests, hard gates, and independent review to keep a fast Coding Agent on the intended path.
The AI-Native Development System
Use the repository to hold facts, process, state, and experience, then control agent risk with runnable slices, hard gates, and feedback loops.
Hi, I’m Kane.
I’m Kane, a Software Engineer focused on AI-native development.
My work centers on AI Coding Agents, Agent Harnesses, and Developer Tools. I care about how Agents recover context in real projects, respect boundaries, accept verification, and return failures to the right layer.
More about me