feat(tracing): add Kayba tracing SDK#125
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davidfarah2003 merged 2 commits intomainfrom Apr 11, 2026
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Adds ace.tracing module that wraps MLflow behind a Kayba-branded API. Users install ace-framework[tracing] and call configure(api_key=...) to send traces to the Kayba dashboard — MLflow is never exposed. API: configure(), @trace, start_span(), set_folder(), enable/disable.
…mple - experiment= is now an alias for folder= (no mlflow.set_experiment call) - Folder names are sanitized: HTML stripped, allowlist enforced, capped at 256 chars - Add GLM 5.1 two-agent example (examples/tracing_glm_example.py) - Add agent guide for tracing SDK (agent-guides/tracing-sdk.md)
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Summary
ace.tracingmodule — a thin wrapper around MLflow tracing that sends traces to the Kayba backendexperiment=maps to Kayba's folder concept (no MLflow experiment API dependency)Changes
ace/tracing/— new package withconfigure(),@trace,start_span(), folder management, enable/disable, searchace/__init__.py— re-exportconfigure_tracingpyproject.toml— addtracingoptional extra (mlflow dependency)docs/integrations/tracing.md— user-facing tracing docsagent-guides/tracing-sdk.md— internal agent guide for the SDKexamples/tracing_glm_example.py— two-agent pipeline example using GLM 5.1tests/test_tracing.py— 26 unit tests (configure, sanitization, decorator, re-exports)Test plan
uv run pytest tests/test_tracing.py -v— all 26 tests passfolder='sdk-test'