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ChatMLE lets you fine-tune ML models and if desired allows you to also kick off a generation of synthetic data to train the model on.
A self-improving code generation tool that runs unit tests, evaluates quality, refines the code, and can even take image input and turn it into actionable code.
Multi-agent anomaly detection that explains WHY things break, not just WHAT. Three agents - Pattern Analyst, Change Detective, Root Cause - run in parallel with confidence-weighted synthesis.
Self-improving AI system: 5 agents validate each other's work sequentially, learns optimal models via Weave tracking, uses Tavily search. 100% success vs 80% baseline, 0% hallucinations.
