oneport-debug-local is an open-source AI-powered debugging tool built for air-gapped environments in regulated sectors such as banking, healthcare, and defense. It runs entirely on-premise using local models via Ollama, vLLM, or llama.cpp and includes network enforcement to guarantee zero data exfiltration. The tool helps developers debug code securely while leveraging the power of large language models without cloud dependencies. It is licensed under Apache-2.0.
oneport-debug-local is a Debugging & profiling project. It focuses on debugging code in highly regulated industries without sending sensitive data to external AI services. oneport-debug-local is an open-source project aimed at developers in banking, healthcare and defense. The project is open source (Apache-2.0). It runs on the command line, and it can be self-hosted.
Behind oneport-debug-local is oneport-debug, and it first shipped in 2026. Among its 4 catalogued features are Air-gapped Operation, Local LLM Integration, and Network Enforcement.
Summary written by a language model from the project’s public pages.
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