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8080### Agent Observability
8181
8282- Improve Langfuse to dig into complex, long running agents more intuitively
83- - Make agent tool calling easily debuggable and discoverable through special rendering
84- - Further improve [ agent graphs] ( /docs/tracing-features/agent-graphs ) , agent logs, and agent evaluations
8583
8684### Evals
8785
88- - Evaluation score comparisons: correlation, confusion matrix, overlap histogram
8986- Introduce experiments as a first class citizen, remove the dependency on datasets to allow for more bespoke unit-tests
9087- Overhaul experiment (dataset run) comparison views to make it easier to work with experiment results
91- - Dataset management: folders, schema enforcement/validation, bulk add traces to datasets
88+ - Dataset management: bulk add traces to datasets
9289- Improve comments across the product to allow for more qualitative evaluation workflows and collaboration
9390
9491### Playground
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