A Traceable Path from Ingestion to Insight
Every transformation in a reference data pipeline should be explainable from an input artifact to a derived result.
THE READING ROOM
Projects
THE READING ROOM
Writing & investigations.
Small Buffers, Large Files: An Azure Blob Transfer Lab
Throughput gains must be evaluated alongside memory, concurrency, retries and integrity.
Measuring the AI Review Queue in a Reference Repository
Faster implementation can increase the review queue without increasing accepted throughput.
One Million Events, Three Failure Modes
A throughput experiment is incomplete until it demonstrates recovery from duplicates, retries and interrupted processing.
What Does a Correct RAG Answer Actually Cost?
Cost per successful task can move differently from token price when retrieval, retries and failed answers are included.
The Observer Effect: A Small .NET Telemetry Lab
Telemetry has measurable CPU, allocation and storage costs that must be balanced against diagnostic value.