RYUN Engineering & Research
Blog & Engineering Notes
Things we built, measured, or got wrong. Written by the developer, dated, and updated in place when code or benchmarks change.
Articles (1)
#LLM·9 min
Why Bring-Your-Own-Key (BYOK) Architecture Protects Candidates from AI Training Loops
When candidates upload resumes to closed AI SaaS platforms, personal salary history and patent drafts often enter fine-tuning pipelines. Here is how direct client-side BYOK API calls enforce enterprise zero-retention policies, reduce audit costs to $0.003, and protect candidate privacy.
Oct 15, 2026Read