varshith17

I've published a paper on a fundamental problem in AI systems that I believe has significant implications for our work: "Valori: A Deterministic Memory Substrate for AI Systems." [https://arxiv.org/pdf/2512.22280] THE…

We talk a lot about shipping features, but I want to hear the war stories. I spent almost a month chasing a silent data corruption issue that turned out to be floating-point non-determinism between x86 and ARM chips. It…

I spent the last week chasing a "ghost" in a RAG pipeline and I think I’ve found something that the industry is collectively ignoring. We assume that if we generate an embedding and store it, the "memory" is stable. But…

While building a vector database in Python (valori: https://pypi.org/project/valori/), I ran into a bug that took longer than I want to admit. The same embeddings, indexed on macOS and Windows, would sometimes produce…

I’ve been working on a project called Valori, a Python-native vector database I built from the ground up — not by reinventing every algorithm, but by wiring together efficient, well-known indexing and search techniques…

I built DocGen.dev after wasting hours manually updating API docs. It: - Scans your code and generates docs automatically - Syncs with GitHub in 2 clicks (no config files) - Free tier available: https://docgen.dev Would…

I built DocGen.dev after struggling with outdated documentation at my startup. It: - Scans your codebase and generates docs automatically - Integrates with GitHub in 2 clicks (no config files) - Updates on every commit…