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Where product teams design, test and optimize agents at Enterprise Scale — Restack

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# Where product teams design,
test and optimize agents
at Enterprise Scale

The open-source stack enabling product teams to improve their agent experience while engineers make them reliable at scale on Kubernetes.

Watch a demoView on GitHub

### Product teams own the agent experience

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### Data teams provide the right context

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### Companies trust their agents at scale

Agent Experience

## Ship agents like real product features

Version prompts and tools, build feedback loops, and run A/B tests — all without touching infrastructure. Restack gives product leaders the control to shape behavior, tone, and outcomes.

Learn how Product Teams use Restack

### Build feedback loop

Build feedback loops with domain experts

### Own the agent experience

Define agent experience with no-code.

### Test and train agents

Test, refine and train better agents.

Agent Reliability

## Enterprise-grade tracing for AI agents

Durable workflows, observability, and Kubernetes-native scaling — out of the box. Restack handles retries, rate limits, and long-lived state so your team can focus on building integrations, not reinventing infra.

Learn how Engineering Teams use Restack

### Integrations in Python

Build any integration in Python.

### Frontend in React

Integrate event streaming in React.

### Scaling on Kubernetes

Deploy and scale on Kubernetes.

## Use cases

Discover how product teams use Restack to build AI agents.

←→

### Customer support agents

Engineering connects support platforms. Product teams iterate on escalation rules, response tone, and handoff triggers.

Learn more→

### Product intelligence agents

Engineering builds analytics and project management pipelines. Product teams adjust feature prioritization logic and user feedback analysis.

Learn more→

### Performance marketing agents

Engineering establishes advertising and analytics connections. Product teams optimize campaign strategies, bidding algorithms, and performance reporting.

Learn more→

### Sales intelligence agents

Engineering connects CRM and communication platforms. Product teams refine lead scoring, follow-up sequences, and sales forecasting models.

Learn more→

## Restack Architecture

Built for modern product teams — Trusted by senior engineering

For product teams### Agent Experience

Next.js React frontend

Prompt & tool versioning

Feedback loops

Brand, tone, UX control

For data teams### Agent Context

Pure Python functions

Any custom API & DBs

MCP compatible

Long memory buckets

For engineering teams### Agent Scalability

GO Event streaming

Temporal workflows

Kubernetes-native scaling

Observability & tracing

Compliant

Open source

Python, TypeScript & React SDKs

Bring your own cloud

POC program

## Accelerate with a custom POC

Forward-deployed engineers, tailored integrations, enterprise support.

Learn about our POC program

## Footer

Design, Test and Optimize Agents at Enterprise Scale

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- For engineering teams

### Resources

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