on-device-ai — independent software & tools
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ZenCODE
Native-Swift coding agent for the terminal and ACP. One binary, no Node runtime — customizable tools, parallel agentic workflows with capability-based model bindings. macOS, Linux, and WSL, down to a Raspberry Pi.
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NeuralForge
Fine-tune large language models on local hardware using a web interface with QLoRA training and GGUF export support.
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ManifoldKit
Reusable SwiftUI chat framework for local and cloud LLM inference on Apple platforms