I'm exploring an application that gives AI conversations a persistent memory layer. Imagine working with an AI on a software project for an hour: you establish an architecture,…
I'm considering building an application that adds persistent memory to AI chats. Imagine working with an AI on a software project: you define the architecture, make design decisions,…
I'm building an AI voice interview application and I'm still learning how to design the retrieval-augmented generation (RAG) workflow. Right now, I split the candidate's resume and the…
AI tools and architectures seem to be showing up everywhere, including RAG, LangGraph, vector databases, agents, and MCP servers. For people who have worked in DevOps for several…
I'm building an AI voice-interview application and I'm still getting comfortable with RAG. I'm unsure whether my current architecture is adding useful complexity or unnecessary latency. Before the…