100xprompt

Description

100xprompt is a full-stack sovereign AI platform that helps companies and governments run powerful AI on their own servers, so data never leaves their control. It combines self-hosted private LLMs, the GPU infrastructure to run them, and an agentic command-line coding assistant called 100X Code.

Sovereign AI means the models, data, and infrastructure stay entirely within your own environment and legal jurisdiction, avoiding the exposure of sending prompts to third-party APIs. 100xprompt is model-agnostic: it deploys, quantizes, and serves the best open-weight model for your workload, with a harness layer that adds agentic orchestration, tool use over the MCP protocol, retrieval over private data, evaluation pipelines, and guardrails. The company argues that leading open-source models can match frontier benchmarks at a fraction of the cost of closed APIs.

100X Code is a terminal-native assistant for autonomous coding, multi-session orchestration, and MCP tool integration. The platform also includes Chitta, a permission-aware memory layer that builds a knowledge graph and vector store of your projects, people, and documents so models carry business context without retraining. It can be deployed on your own GPUs, on-premise or in a private cloud.

100xprompt's Core Features

• Self-hosted private LLMs on your own infrastructure

• Private GPU infrastructure to run models

• 100X Code terminal-native AI coding assistant

• Model-agnostic deployment, quantization, and serving

• Harness layer with agentic orchestration and MCP tool use

• Chitta memory layer with knowledge graph and vector store

• Retrieval over private data with guardrails

• On-premise or private-cloud deployment

How to use 100xprompt?

1. 1

   Assess your workload: Identify the AI tasks you want to run privately.

2. 2

   Deploy models: Let 100xprompt deploy, quantize, and serve the best open model on your GPUs.

3. 3

   Add the harness: Use orchestration, MCP tools, and retrieval over your private data.

4. 4

   Code with 100X Code: Use the terminal-native assistant for autonomous development.

100xprompt's Use Cases

• Private AI for enterprises
• Sovereign development
• Cost-efficient inference
• Organizational memory

FAQ from 100xprompt

• What is sovereign AI?

  Sovereign AI means the models, data, and infrastructure behind your AI stay entirely under your control and legal jurisdiction, running inside your own environment rather than a third-party API.

• What is 100xprompt?

  100xprompt is a full-stack sovereign AI platform with self-hosted LLMs, private GPU infrastructure, and an agentic CLI coding assistant called 100X Code.

• Can open-source models replace closed AI APIs?

  For most enterprise workloads, yes. 100xprompt is model-agnostic and deploys, quantizes, and serves the best open model, with a harness layer to close remaining gaps.

• What is the 100X harness layer?

  It is the software layer between raw open-weight models and enterprise work, providing agentic orchestration, MCP tool use, retrieval, evaluation, and guardrails.

• What is Chitta?

  Chitta is the platform's memory layer, a permission-aware knowledge graph and vector store of your projects, people, and documents that gives models business context without retraining.

• Can I deploy it on my own infrastructure?

  Yes. It can run on your own GPUs or dedicated systems, on-premise or in your private cloud.