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TraceTree malware scanner fixes critical verdict bug with help from OpenAI Codex

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TraceTree is a file security tool that uses radare2 disassembly, YARA rule matching, and a machine learning pipeline to detect malicious behavior before files are executed. Its developer participated in OpenAI Build Week to continue improving the project, which combines these scans into a visual dashboard rather than raw log output. The most significant fix this round addressed a backend bug where dangerous files were incorrectly flagged with a yellow caution warning instead of a red danger verdict. OpenAI's Codex, running on GPT-5.6, helped trace the issue across the orchestrator, server, and frontend components. The developer noted that targeted, narrow prompts to AI agents proved far more effective than broad open-ended queries during the debugging process.

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TraceTree malware scanner fixes critical verdict bug with help from OpenAI Codex · ShortSingh