Akusa
Blog
Notes on terminal-native data prep, source quality, media datasets, and AI-ready exports.
Blog
media runlatest
Preparing 189 Earnings Calls Into AI-Ready Media Exports
How Alys materialized Git LFS audio, paired transcripts, validated MP3s, and exported 122,376 records from a messy speech dataset.
Jun 7, 2026
data quality
Datasets Need Debate
Why extraction alone is not enough for high-confidence AI data.
May 22, 2026
observability
Account-Tracked Research Runs
Keeping preparation usage, exports, and dataset history connected to one Alys account.
May 14, 2026
retrieval
RAG Corpora Without Slop
Designing chunks with provenance, confidence, and deduplication.
May 6, 2026