Welcome to the documentation for Kodezi Chronos, the first debugging-first language model for repository-scale code understanding.
- Getting Started Guide - Begin using Chronos via Kodezi OS
- Features Overview - Comprehensive feature descriptions
- Use Cases - Common debugging scenarios and examples
- Architecture Overview - High-level system architecture
- Performance Metrics - Benchmarks and performance data
- Limitations - Known limitations and constraints
- Key Innovations - Technical breakthroughs
- Future Work - Roadmap and planned features
Kodezi Chronos is a revolutionary AI system specifically designed for autonomous debugging. Unlike general-purpose code models that focus on code completion, Chronos is built from the ground up to:
- Find and fix bugs with 65.3% success rate
- Identify root causes with 78.4% accuracy
- Work at repository scale through intelligent retrieval
- Learn continuously from debugging sessions
- Integrate seamlessly with development workflows
| Metric | Chronos | Best Baseline | Improvement |
|---|---|---|---|
| Debug Success | 65.3% | 11.2% (Gemini) | 5.8x |
| Root Cause Accuracy | 78.4% | 15.8% (Gemini) | 5.0x |
| Average Fix Cycles | 2.2 | 5.1 (Gemini) | 2.3x faster |
| Cost per Success | $1.36 | $6.07 (Gemini) | 4.5x cheaper |
Chronos implements a 7-layer architecture optimized for debugging:
- Multi-Source Input Layer - Ingests code, logs, tests, docs
- Adaptive Retrieval Engine - AGR for intelligent context
- Debug-Tuned LLM Core - Specialized for debugging
- Orchestration Controller - Manages iterative fixing
- Persistent Debug Memory - Learns from experience
- Execution Sandbox - Safe validation environment
- Explainability Layer - Human-readable explanations
Chronos will be available exclusively through Kodezi OS:
- Release Date: Q1 2026
- Platform: Kodezi OS
- Integration: IDE plugins, CLI, CI/CD
- Early Access: Join the waitlist today
- Research Paper - Full academic paper
- Benchmarks - Evaluation framework
- Results - Detailed performance metrics
- Case Studies - Real-world examples
- GitHub: kodezi/chronos-research
- Email: research@kodezi.com
- Twitter: @KodeziHQ
This research repository is licensed under the MIT License. The Chronos model itself is proprietary and available only through Kodezi OS.