Viewing profile — oryx1729

I’m building cloud managed self improving agents at https://sanbox.cloud . Each instance gets its own persistent file system, root SSH access and a web terminal. The goal is to let…

Today, we are releasing Hermes Agents running on the Kimi K3 model inside a sandbox. You don’t need a Mac mini to run one! You can connect it to Telegram. The initial setup takes l…

Hi HN, We are building Sanbox, a platform for running AI agents in isolated and resumable sandboxes. We use the OpenCode SDK as the harness, support reusable templates, and have a …

You can use micro VMs like Firecraker if you're rolling out your own infra. If you're on AWS, they also have a new managed Lambda MicroVM service. Can you share more on what functi…

I'm building an agent sandbox platform with opinionated customizable templates for general purpose agents using the OpenCode SDK. The idea is to provide a great CLI experience so i…

I created a simple app to explore how Agents & MCP can help with medical research. It connects to ClinicalTrials.gov, PubMed/PubTator, and MyVariant.info using the BioMCP Server( h…

Hey HN, We built a live demo to compare DeepSeek R1 and OpenAI’s o1 model on a simple RAG pipeline using Haystack, our open-source AI framework. Both pipelines use the same retriev…

A common UX challenge with RAG applications is that they often leave users staring at a blank page, unsure of what queries to run to explore a dataset. This can be overwhelming and…

Hi HN, I've built a demo to query quarterly earnings call transcripts from a select few S&P 100 companies using Microsoft's new GraphRAG framework. One of the key advantages of Gra…

Hi HN, Microsoft recently open-sourced the GraphRAG framework, which enables more contextual responses than traditional vector-based RAG, especially for summarization-focused queri…

Hi HN, Microsoft recently open-sourced the GraphRAG framework for information retrieval, utilizing graph-based structures. It automates the construction of knowledge graphs using L…

I am a maintainer of Haystack, an open-source NLP search framework leveraging latest NLP models & information retrieval techniques. My Twitter DMs(same handle as here) are open if …