# Known limitations and product boundaries > Evaluate Nibleaf honestly against beta operations, identity, Git workflows, API portals, exports, private readers, and search requirements. Nibleaf is pre-1.0. Capability depends on the release you deploy, and `main` can contain features that are not in the latest GHCR release. Verify a required workflow against the exact tag before committing a production migration. ## Identity and service commitments Nibleaf Cloud is a free beta and does not currently promise enterprise uptime or public-support response times. Export critical content and keep an operational fallback. Passwordless email one-time codes and Google OAuth are available. Password login and password-reset links are intentionally not part of the current identity model. SAML and a general enterprise SSO offering are not. Do not infer an identity compliance claim from the presence of OAuth or private-site controls. ## Content and Git authority Nibleaf stores active page Markdown and navigation in Postgres. Markdown is the portable serialization format, but a database-backed project is not automatically a Git directory. Bidirectional authoring currently targets GitHub and uses a dedicated branch, draft pull request, and explicit conflict reconciliation. Public GitHub and GitLab repositories can still serve one-way import and repository-backed OpenAPI workflows. The Mintlify importer reads a public GitHub source repository, not a hosted Mintlify Cloud editor URL. Each run creates at most 500 navigation nodes, including groups and pages. Larger sources need an explicit split-and-reconcile plan; a successful import summary is not proof that the original site is at or below the boundary. Before using a Git-centered workflow, test pull, push, conflict reconciliation, branch protection, and preview behavior with the same provider and repository shape you will use. Name one authoritative source and document recovery when both sides change. ## API reference boundaries The platform server publishes its own OpenAPI reference. A project can publish one OpenAPI 3.x document from upload/paste, a safe public URL, or a connected public GitHub/GitLab repository. Public external `$ref` files are bundled with strict count, size, timeout, redirect, and network-destination bounds. Relative references require a URL or repository source; uploads can use absolute public HTTP(S) references. A server-side try-it proxy is not provided. Test one representative specification, large schemas, code samples, mobile navigation, keyboard use, CORS, authentication, and the browser try-it path before choosing Nibleaf for an API-first portal. Never publish live credentials inside an OpenAPI example. A reader-side try-it request also depends on the documented API accepting the documentation origin. ## Operations and recovery Self-hosting moves DNS, TLS, databases, queues, object storage, email, backups, monitoring, upgrades, and incident response to the operator. The Compose stack is a deployment starting point, not a managed-service commitment. Application snapshots protect readers from half-written drafts. They are not a replacement for synchronized Postgres and object-storage backups. Portable exports start from the latest `READY` deployment and cover Markdown, PDF, or static HTML. They do not preserve drafts, workspace identities, comments, analytics, credentials, or the rest of the database. PDF export also requires a Chromium-compatible browser in the worker image. ## Search and multilingual behavior Nibleaf retains the legacy full-text/fuzzy runtime as an immediate rollback, and the current source also includes tenant-safe hybrid retrieval plus optional grounded answers. Hybrid search requires Qdrant and an embedding provider; the legacy runtime does not. Keep `SEARCH_RUNTIME=shadow` until project-, version-, language-, and authorization-scoped evaluation supports a cutover. No benchmark or provider result is implied by the presence of the implementation. Language-specific tokenization, Arabic normalization, and conservative light morphology improve matching but do not guarantee that every inflected, synonymous, dialectal, or ambiguous term resolves to the intended page. A grounded answer is withheld when evidence is insufficient. Build acceptance queries from real reader vocabulary and retain the tested legacy rollback. Each language has an independent page tree. Nibleaf does not translate source content automatically or guarantee parity between languages. The Languages settings report default-branch coverage using explicit translation keys and the same-path fallback used by published `hreflang`; operators still own translation quality and cutover parity. ## Capability and integration boundaries Usage metering is provider-neutral and does not enable billing or payments. Coverage may be complete, partial, or unavailable; missing evidence must not be displayed as zero. Entitlements and meter limits remain advisory in this source capability set. Add-ons expose reader actions, consent controls, previews, and local publish checks. The grammar linter is a preview-quality bounded check, not a general proofreading or writing-quality service. A project entitlement can make an add-on unavailable even when it appears in the catalog. An integration catalog entry is discovery metadata, not proof that a provider runtime, credential, or external account is available. Configurable credentials are encrypted with a dedicated operator-managed key. Provider-visible tests and destructive deletion require explicit actions and safe confirmation boundaries. The HTTP MCP endpoint is disabled by default and project-bound. Its new-domain adapters are read-only; it cannot publish, reindex, export usage, accept provider credentials, or mutate add-ons, themes, usage, search, or integrations. Theme ## Report a blocking gap Search the public issue tracker before filing a report. Include the release tag and digest, deployment type, expected result, actual result, and a minimal reproduction. Remove secrets, customer content, private hostnames, and tokens. Report vulnerabilities privately through the repository's `SECURITY.md` path.