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autonomous-debugging

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Kodezi / Chronos

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Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than GPT-4. Built with Adaptive Graph-Guided Retrieval and Persistent Debug Memory. Model available Q1 2026 via Kodezi OS.

debugging benchmark machine-learning code code-analysis artificial-intelligence developer-tools software-engineering program-repair chronos language-model bug-fixing code-analysis-tool code-understanding code-debugger kodezi benchmark-report autonomous-debugging
  • Updated Nov 12, 2025
  • Java

hyhmrright / logic-lens

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Logic-first code review using semi-formal execution tracing. Finds behavioral bugs, type contract breaches, and interprocedural semantic mismatches that linters miss. Six skills including a full-repo autonomous audit-and-fix pipeline. Works with Claude Code, Codex CLI, and Gemini CLI.

static-analysis logic code-review bug-detection gemini-cli claude-code codex-cli autonomous-debugging claude-code-plugin gemini-cli-extension execution-tracing semi-formal-reasoning
  • Updated Apr 23, 2026
  • Shell

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