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Overmind
Overmind is an AI model training platform that turns production data into specialized open models for engineering teams.
Overmind is a model training platform that helps engineering teams turn agent production data into specialized models they own. The platform connects repositories and production traces to diagnose agent failures, build and clean datasets, evaluate model performance against baselines, and handle training and deployment. It is designed for AI teams seeking to use smaller models for specific tasks like labeling emails or calling APIs instead of relying on frontier models. Users can run the platform via Docker Compose or use the cloud service. Supported interfaces include a console, a CLI, and an MCP server. Pricing includes a Free plan at $0 per month, a Pro plan at $120 per month, and a custom Enterprise plan.
Overmind at a glance
- Best for: Software engineer
- Runs on: Web, CLI, self-hosted
- Pricing: Free $0/month; Pro $120/month; Enterprise custom pricing
- Released: October 2026
- Category: AI agent tool
- Website: overmindlab.ai
Key features
- Connect repositories and production traces to inspect failures
- Build datasets from agent production traces
- Test prompts and models against real production tasks
- Fine-tune open models on proprietary data
- Download trained model weights and checkpoints
- Serve trained models through an OpenAI-compatible API
- Run the platform on local infrastructure with Docker Compose
Use it for
- Find the cause of agent failures using production traces
- Build training datasets from agent work
- Test and evaluate prompts against baseline models
- Fine-tune open models on proprietary operational data
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