AI assistant
Current capabilities, provider security, data handling, and deployment review.
The AI assistant can suggest Compose variants and analyze selected build or runtime log excerpts. Treat generated content as a proposal, not as an instruction the platform must execute.
Automatic configuration
In managed mode:
- the assistant is configured automatically for the active account;
- provider setup, model selection, connection tests, and API keys are not shown;
- browser requests cannot select or override the managed configuration;
- the endpoint, internal model identifier, and provider credential are not returned to the browser;
- the settings page reports availability and monthly usage without a provider setup form.
Self-hosted Dokploy retains its configurable providers, model selection, local endpoints, and connection tests.
Log analysis
Autodisc bounds the excerpt before analysis and redacts common bearer tokens, structured or query-string credentials, API keys, passwords, secrets, database URL passwords, and common access-token forms. You should still review logs and avoid submitting data that is not needed for diagnosis.
Deployment review
AI-generated Compose must pass the same account authorization and the additional Compose admission policy. High-risk host capabilities are rejected before a service record is created.
Secret-like environment values in managed drafts are never accepted from the generated response as credentials. They are shown as server-generated values, their Compose defaults are removed, and the platform materializes deterministic, account-and-environment-bound secrets only after you select Confirm and create.
Account allowance
Managed AI uses one monthly token allowance for the active organization. Requests reserve a conservative token amount before contacting the provider, settle the provider's actual input and output usage afterward, and release the reservation when the request fails. Concurrent requests cannot reserve beyond the account limit, abandoned reservations expire after 15 minutes, and the usage summary never exposes the provider credential.
If the operator has not configured AUTODISC_AI_MONTHLY_TOKEN_LIMIT, managed AI fails closed. Self-hosted Dokploy installations retain their upstream provider behavior and are not subject to this Autodisc allowance.