Log
A log of my recent work and achievements.
Released Weave Framework
March 24, 2025
Released the first version of Weave Framework, a Python-based synthetic data generation tool that leverages LLMs for creating high-quality training data. Key features include:
- Intelligent data generation with semantic preservation
- Advanced noising system for data augmentation
- Robust dataset management and validation
- Pipeline orchestration with monitoring
Check out the blog series for detailed insights into the framework’s architecture and capabilities.
Autonomous Bug Fixing System
March 21, 2025
Developed an autonomous bug fixing system achieving a 32% success rate on software engineering benchmarks at $0.46 per task. The system features:
- Smart file retrieval using semantic search
- Precise bug localization
- Automated patch generation
- Comprehensive validation pipeline
Read the detailed blog post for technical insights and implementation details.