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Restack

Durable execution framework for long-running AI agents and workflows — built on Temporal-style guarantees, in Python and TypeScript.

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In Plain English

Durable execution framework for long-running AI agents and workflows — built on Temporal-style guarantees, in Python and TypeScript.

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Overview

Restack is an open-source framework for building AI agents and long-running workflows that need to survive process crashes, model outages, human-in-the-loop pauses, and multi-day timers. Instead of gluing together queues, retries, and state stores by hand, developers describe each agent as a durable workflow whose functions Restack automatically checkpoints, retries with exponential backoff, and resumes exactly where they left off — the same execution model popularized by Temporal, but tuned for LLM workloads. Every model call, tool invocation, and message is recorded as an event, giving you fully replayable traces you can inspect in the local dev UI or send to any OTel-compatible backend. Restack ships SDKs for Python and TypeScript with first-class support for streaming events to the frontend, orchestrating multi-agent systems, and handing off to humans for approval. The platform also provides a local development experience via restack up, deployable Docker images for production, and Restack Cloud for teams that want a managed control plane. Cloud pricing is usage-based (workflow-seconds and events) starting around $25/user/month for small teams and scaling into the $161–$999/month range for higher-traffic accounts. Because workflows are versioned and deterministic, upgrading a prompt or model doesn't corrupt in-flight runs. Restack has become a popular choice for background research assistants, ETL pipelines with LLM enrichment, procurement bots, and any agent that needs to sleep, wake up, and continue reliably. MCP integration lets Restack workflows call MCP servers as tools.

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Key Features

Feature information is available on the official website.

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Pricing Plans

Open source

Free

    Cloud (Starter)

    ~$25 per user/month

      Cloud (Growth)

      ~$161 per month

        Cloud (Business)

        ~$999 per month

          Enterprise

          Contact sales

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            Best Use Cases

            🎯

            Long-horizon research assistants that run for minutes to days

            ⚡

            Approval-gated procurement or finance workflows

            🔧

            LLM-enriched ETL pipelines that must survive partial failures

            🚀

            Multi-day scheduled agents (nurture sequences, monitoring)

            Pros & Cons

            ✓ Pros

            • ✓Real durable-execution guarantees without needing a Temporal deployment
            • ✓Local dev UI + `restack up` gives a very fast feedback loop
            • ✓Streaming and browser events are first-class — good for user-facing agents
            • ✓MCP client support means workflows can call the wider MCP tool ecosystem
            • ✓Open source so you can self-host if the Cloud pricing doesn't fit

            ✗ Cons

            • ✗Newer than Temporal — smaller community and less battle-tested at scale
            • ✗Cloud pricing is usage-based, which can spike on chatty agents
            • ✗SDKs only for Python and TypeScript today (no Go or Ruby)
            • ✗Learning curve if you've never used a durable-execution model
            • ✗Some observability integrations still maturing

            Frequently Asked Questions

            How much does Restack cost?+

            Restack pricing starts at Free. They offer 5 pricing tiers including a free option.
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            Quick Info

            Category

            Agent Frameworks

            Website

            restack.io
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