Author: Ricardo

OpenViking is an open-source Context Database for AI Agents from Volcengine. The undertaking is constructed round a easy architectural idea: agent methods shouldn’t deal with context as a flat assortment of textual content chunks. Instead, OpenViking organizes context via a file system paradigm, with the purpose of creating reminiscence, assets, and abilities manageable via a…

Most LLM brokers work nicely for brief tool-calling loops however begin to break down when the duty turns into multi-step, stateful, and artifact-heavy. LangChain’s Deep Agents is designed for that hole. The venture is described by LangChain as an ‘agent harness‘: a standalone library constructed on high of LangChain’s agent constructing blocks and powered by…

What if AI-assisted coding grew to become extra dependable by separating product planning, engineering evaluate, launch, and QA into distinct working modes? That is the thought behind Garry Tan’s gstack, an open-source toolkit that packages Claude Code into 8 opinionated workflow abilities backed by a persistent browser runtime. The tookit describes itself as ‘Eight opinionated…