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What is StateFabric?

StateFabric serves as a streamlined infrastructure layer tailored for AI agents that need more context than merely the chat history provides. When these agents engage with various tools and run lengthy sessions without resets, merely depending on past messages falls short; it’s crucial to monitor factors such as event occurrences, state modifications, tool applications, and the context pertinent for future model enhancements. To fulfill these requirements, StateFabric keeps an append-only event log during agent activities, allowing for the extraction of pertinent context from this information. Presently, it boasts an array of functionalities, such as reliable session management, event storage, timelines for user/model/tool events, the capacity to reconstruct session states from logged events, and a simplified model-facing context. It also features an intuitive dashboard that enables users to analyze sessions, scrutinize raw payloads, assess compaction artifacts, and observe usage trends. Moreover, StateFabric allows for integration with Google ADK via the package @statefabric/adk and supports direct implementation in Node/REST settings using @statefabric/client, enhancing its adaptability for tailored runtime environments. This flexibility not only boosts the efficiency of AI agents but also enhances their effectiveness in navigating intricate operational landscapes. Consequently, StateFabric stands out as a vital tool for improving the operational capacity of AI in diverse applications.

What is Agent Substrate?

Agent Substrate is an open-source runtime that enables the creation and management of isolated, stateful agent and code-execution sandboxes tailored for Kubernetes ecosystems. It efficiently oversees the lifecycle of actors and workers, directing active workloads to a shared pool of resources, and can pause inactive sandboxes while preserving their memory and filesystem states for later utilization. By leveraging gVisor or Cloud Hypervisor microVMs for enhanced isolation, these sandboxes are equipped with distinct identity and networking controls for every actor. This platform is specifically designed for infrastructure and platform teams engaged in developing services for agent hosting, coding environments, and other activities that may involve untrusted or intermittent execution. The core framework is built to be portable across Kubernetes, with Google Cloud offering specialized deployment tools that are fine-tuned for GKE. Furthermore, users have the option to incorporate Filestore agent volumes to ensure that workspaces remain intact and retrievable throughout suspension and resumption cycles, thereby increasing the reliability of the development environment. By enabling such capabilities, Agent Substrate proves to be an indispensable resource for contemporary cloud-native applications, empowering teams to streamline their operations and maximize efficiency in managing complex workloads.

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Integrations Supported

Integrations Supported

Google Cloud Filestore
Google Cloud Platform
Model Context Protocol (MCP)

API Availability

API Availability

Has API

Pricing Information

£10/month
Free Version

Pricing Information

$0
Agent Substrate on GKE is offered at no extra charge. GKE pricing applies to the resources you create.
Free Version

Supported Platforms

SaaS

Supported Platforms

On-Prem
Linux

Customer Service / Support

Not specified

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

J Gregory Technology Ltd.

Date Founded

2020

Company Location

United Kingdom

Company Website

statefabric.dev

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

github.com/agent-substrate/substrate

Categories and Features

Categories and Features

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