The first two parts of this series covered why production RAG systems fail and how the quality of the...
Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and Reranking
The first two parts of this series covered why production RAG systems fail and how the quality of the...
Measuring authentic student performance in capstone projects with a mobile 720p demo studio, 2-stage diarization, and fake-log auditing using Gemini 4.
At Sharkly, people rarely fix routine bugs by hand. Most bugs go directly to an AI agent. Sharkly is...
A retrospective appendix to the series: the hardware-and-model setup at every stage, from the first iteration to the final one, with each change traced to the failure that forced i...