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100xprompt

A full-stack sovereign AI platform that lets companies and governments run private LLMs on their own GPU infrastructure, with a terminal-native AI coding assistant and memory layer.

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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.

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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.

  • CategoryAI Agent Builders
  • Pricing ModelFree
  • DeploymentOn-premises
  • PlatformsWeb

  • 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

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

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

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

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

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

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