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What is Reflexio?

Reflexio acts as a comprehensive platform tailored for developers dedicated to the creation and oversight of AI agents, employing multiple input approaches including an SDK, REST API, CLI, or integration with compatible tracing platforms to collect data from agent actions, execution logs, tool interactions, and user feedback. By pinpointing frequent errors, it produces reusable playbooks and user profiles which significantly contribute to the learning curve. When an agent is actively functioning, it can draw on relevant insights derived from these experiences to enhance its responses. The Hosted Enterprise portal offers teams the ability to investigate, alter, approve, reject, search, and evaluate the accumulated knowledge efficiently. Reflexio empowers agents to make essential adjustments throughout various interactions without the need to modify the foundational model weights. Additionally, teams enjoy the option of using the managed cloud service, configuring their model-provider keys, or pursuing self-hosting options on platforms such as AWS, Google Cloud, or Azure. Moreover, enterprise trace imports are compatible with sources like Braintrust, Langfuse Cloud, and LangSmith Cloud, while Reflexio includes a mem0 wrapper and integration with OpenClaw, providing an extensive array of tools designed to enhance agent efficacy. This diverse strategy not only enables developers to fine-tune their AI agents but also maximizes the adaptability of deployment choices, ultimately leading to more robust and efficient AI solutions. By combining all these features, Reflexio paves the way for innovative advancements in AI agent development.

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

Anthropic
Azure OpenAI Service
Braintrust
Claude Code
Codex CLI
Cursor
DeepSeek
Gemini
LangSmith
Langfuse
Mem0
MiniMax
OpenAI
OpenClaw
OpenRouter

Integrations Supported

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

API Availability

Has API

API Availability

Has API

Pricing Information

$0/month
The Free plan costs $0/month and includes 100 published interactions and 1,000 search requests per month, plus a 30-day Pro trial. Pro costs $299/month and includes 10,000 published interactions and 100,000 search requests per month. Pro overages cost $0.003 per search request, $0.02 per playbook learning, and $0.01 per profile learning. BYOC self-hosting is custom-priced.
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
On-Prem

Supported Platforms

On-Prem
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Reflexio

Date Founded

2006

Company Location

United States

Company Website

www.reflexio.ai

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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