If you want to build your own Shell-omnipotent AI ...
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If you want to build your own Shell-omnipotent AI agent in Kotlin, like Aider, Claude Code, OpenAI Codex, or even Junie, it is most likely much simpler than you think. Check out my Claudine, a Kotlin multiplatform agent using Anthropic Claude models, capable of autonomous software development, system administration, deep research - the sky is the limit. Now it is also using the most optimal context window caching strategy, minimizing compute cost, and allows to track the complete cost of each session. On Linux and Mac it will also compile to a small native binary. The code base is minimal, serving educational purpose. It is based on the whole ecosystem of Kotlin multiplatform AI libraries I created to enable every Kotlin developer to build the most powerful agentic AI. You can ask Claudine: "Clone your own source code, analyze it, and extend yourself with a new tool ...". It can be anything - for example a tool accessing JDBC db schema metadata and a tool executing any arbitrary SQL. This will give you an agent capable of performing any query specified in natural language. AI and self-modification ... scary, but exciting. https://github.com/xemantic/claudine/
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