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Add to roadmap
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Testing and eval integration should be top IMO.
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skrawcz authored and elijahbenizzy committed Mar 20, 2024
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Expand Up @@ -64,13 +64,14 @@ Then read through some of the concepts and write your own application!

While Burr is stable and well-tested, we have quite a few tools/features on our roadmap!

1. Various efficiency/usability improvements for the core library (see [planned capabilities](https://burr.dagworks.io/concepts/planned-capabilities.html) for more details). This includes:
1. Testing & eval curation. Curating data with annotations and being able to export these annotations to create unit & integration tests.
2. Various efficiency/usability improvements for the core library (see [planned capabilities](https://burr.dagworks.io/concepts/planned-capabilities.html) for more details). This includes:
1. Fully typed state with validation
2. First-class support for retries + exception management
3. More integration with popular frameworks (LCEL, LLamaIndex, Hamilton, etc...)
4. Capturing & surfacing extra metadata, e.g. annotations for particular point in time, that you can then pull out for fine-tuning, etc.
2. Cloud-based checkpointing/restart for debugging or production use cases (save state to db and replay/warm start, backed by a configurable database)
3. Tooling for hosted execution of state machines, integrating with your infrastructure (Ray, modal, FastAPI + EC2, etc...)
3. Cloud-based checkpointing/restart for debugging or production use cases (save state to db and replay/warm start, backed by a configurable database)
4. Tooling for hosted execution of state machines, integrating with your infrastructure (Ray, modal, FastAPI + EC2, etc...)

If you want to avoid self-hosting the above solutions we're building Burr Cloud. To let us know you're interested
sign up [here](https://forms.gle/w9u2QKcPrztApRedA) for the waitlist to get access.
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