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Causal Tracing Python Packages

Python packages with the GitHub topic causal-tracing. Sorted by relevance, with stars and monthly downloads.
graphrefly
graphrefly

Reactive harness layer for agent workflows. Describe automations in plain language, trace every decision, enforce policies, persist checkpoints. Python. Zero dependencies.

2K 0 0
ingero-io
ingero-annotate

Annotate live Ingero GPU traces with your application's semantics (training step, epoch, inference request_id, model).

248 85 11
graphrefly
graphrefly-py

Reactive graph protocol for human + LLM co-operation. Composable nodes, glitch-free diamond resolution, two-phase push, durable streaming. Zero dependencies.

6 0 0
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