temporal-integrity

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lizhuojunx86 / traceguard

Point-in-time correct LLM instrumentation — tracing, version pinning and look-ahead-bias protection for research pipelines. pip install traceguard

python sdk tracing reproducibility observability backtesting point-in-time data-contamination mlops opentelemetry llm prompt-engineering llmops llm-evaluation lookahead-bias temporal-integrity

Updated Sep 6, 2026
Python

PrasannakumarKasindala / scd2-validator

Star

Read-only temporal-integrity validator for SCD Type 2 dimensions. Runs seven DuckDB window-function checks (overlaps, gaps, multiple current rows, and more) and reports each violation's blast radius in keys, fact rows, and dollars.

python cli sql data-validation data-warehouse data-engineering data-quality star-schema scd2 window-functions dimensional-modeling duckdb data-observability slowly-changing-dimension contract-driven temporal-integrity

Updated Jul 8, 2026
Python

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