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reword data stores
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docs/use-cases/use-cases.md

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# Anti-patterns
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While Defang is great for a wide variety of use cases, there are some use cases that are not a good fit for Defang. Generally, the use-cases that are Defang anti-patterns are the same as the ones that are [12 Factor](https://12factor.net/) anti-patterns. Here are some examples:
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While Defang is great for a wide variety of use cases, there are some use cases that are not a good fit for Defang. Generally, the use-cases that are Defang anti-patterns are the same as the ones that are [12 Factor](https://12factor.net/) anti-patterns.
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## Stateful Services
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Some applications are designed to run in stateful environments. For example, a CMS like WordPress can be coerced to work in a stateless environment, but most of the tooling for it expects to have a long-lived filesystem and a database. Defang is not a good fit for these types of applications, because [containers are ephemeral and can be replaced at any time](https://12factor.net/processes).
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## Data Stores
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While Defang is primarily designed for stateless workloads, Defang now offers support for stateful workloads through our [managed storage](./concepts/managed-storage) options, including [Postgres](./concepts/managed-storage/managed-postgres) and [Redis](./concepts/managed-storage/managed-redis).
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Defang now offers support for stateful workloads through our [managed storage](./concepts/managed-storage) options, including [Postgres](./concepts/managed-storage/managed-postgres) and [Redis](./concepts/managed-storage/managed-redis) for data stores.
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However, we do not recommend using unsupported data stores with Defang, as this may lead to permanent data loss.
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:::warning
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Using unsupported data stores (e.g., ElasticSearch) with Defang is strongly discouraged. Doing so may result in permanent data loss. Stick to Defang's managed services like [Postgres](./concepts/managed-storage/managed-postgres) and [Redis](./concepts/managed-storage/managed-redis) for reliable data persistence.
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:::info
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To better serve our users, we will be introducing additional [managed storage](./concepts/managed-storage) options in the near future.
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:::
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Please be aware that if you choose not to use a Defang-supported managed service, there is a risk that any data stored in a container may be lost if the container is replaced.

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