Sharing a Confidential Python Library Without PyPI
2,765 words, ~13 min read
Package with uv, encrypt source in Git, and install from a trusted checkout.Python Distributions, Native Dependencies, and Environment Boundaries
2,133 words, ~10 min read
How dependency shape separates uv from conda.Asserting, Observing, and Owning Data Quality
4,216 words, ~21 min read
The combination of rule-based checks, statistical monitoring, and ownership.Why Experiment Wins Underdeliver
4,211 words, ~21 min read
The launch gap between measured lift and real impact.Crop Out: Exploring Digital Image Processing
913 words, ~4 min read
To process images programmatically.Efficient Similarity Search with FAISS
1,875 words, ~9 min read
Unlock the full potential of large-scale vector searches.Two Measures of Fast: Throughput and Latency
2,738 words, ~13 min read
Where the tradeoff is a choice, where it is arithmetic, and where there is none.The Comprehensive Guide to Hive UDF
2,534 words, ~12 min read
A guide to developing Hive UDFs and integrating them with Spark SQL.When the Python Interpreter Is the Bottleneck
1,833 words, ~9 min read
Compile a small C++ kernel on import after profiling identifies the hot loop.How REST and GraphQL Draw the API Boundary
1,743 words, ~8 min read
Field selection, response caching, schema contracts, and query cost.