Build Aquilia Contract validation, schema, projection, lens, facet, and request/response molding workflows. Use for Contract classes, facets, sealing/casting, OpenAPI schema generation, request_contract/response_contract, and model-world contracts.
Build Aquilia HTTP APIs with Controller, RequestCtx, Response, route decorators, contracts, filters, pagination, renderers, OpenAPI metadata, and route debugging. Use for controller methods and request/response behavior.
Build Aquilia MLOps model packaging, registry, serving, rollout, observability, plugins, lineage, experiments, export, and admin workflows. Use for aquilia.mlops APIs and aq pack/model/mlops-deploy/observe/export/plugin/lineage/experiment commands.
Build and operate Aquilia admin dashboard features. Use for AdminIntegration, AdminModules, admin templates/controllers/security/audit/users/permissions/monitoring/storage/tasks/provider pages, and aq admin commands.
Manage Aquilia Python-native configuration and typed integrations. Use for Integration.* builders, aquilia.integrations dataclasses, database/cache/storage/tasks/mail/templates/admin/openapi/security/session config, Env, Secret, and ConfigLoader behavior.
Build and manage Aquilia artifacts and release bundles. Use for Artifact, ArtifactBuilder, ArtifactReader, ArtifactStore, integrity/provenance, config/code/model/template/migration/registry/route/DI graph artifacts, signing, freeze, and aq artifact commands.
Build Aquilia authentication and session workflows. Use for AuthManager, tokens, password hashing/policy, guards, clearance, OAuth, MFA, session policies/stores/transports, auth middleware, and protected controllers.
Build Aquilia cache, storage, and native filesystem workflows. Use for CacheService/backends/decorators, StorageConfig/backends/registry/effects, local/S3/GCS/Azure/SFTP/memory storage, and aquilia.filesystem async file operations/security.