Person
Guilherme Dellagustin
Capabilities
Contributes to
Agent toolingCAPBTPAgent toolingBuilding an agent into your own application — the tools it may call, the state it keeps between turns, and the framework it runs in. Distinct from MCP servers, which expose an application to somebody else's agent, and from agent guidance, which is knowledge handed to a coding agent.Audit loggingCAPBTPAudit loggingRecording who touched personal or sensitive data, in a form an auditor accepts, without hand-writing it in every handler. It is often confused with application logging, which records what the code did rather than who accessed what.CI/CD pipelinesCAPBTPCI/CD pipelinesA pipeline that builds, tests and delivers an application each time its source repository changes, with a build log that shows which step failed. [Deployment](capability:deployment) describes getting the build onto its target runtime.Content filteringCAPBTPContent filteringChecking what goes into a model and what comes out of it against content rules, and stopping or flagging a request that fails them. Distinct from [data masking](capability:data-masking), which hides values: a filter refuses content.Data maskingCAPBTPData maskingReplacing the personal or confidential values in a prompt with placeholders before it leaves for a model, and putting them back in the answer. Anonymisation, where the values are gone for good, and pseudonymisation, where they return, are the two forms; which fields count as sensitive is the application's question, not the module's.Data privacyCAPABAPBTPData privacyDoing what the law requires with personal data — knowing which fields are personal, answering a subject's request about them, and deleting them when the reason for holding them expires.Database connectorsCAPBTPABAPDatabase connectorsConnecting an application’s data model and queries to a database, including the differences in supported queries, types and schema management between database implementations. Changing an existing schema belongs to [schema evolution](capability:schema-evolution).DebuggingCAPABAPDebuggingSeeing what running code did between an input arriving and a result coming out: which code ran, what the values were at each point, and why a value ended up as it did.Document outputCAPABAPBTPDocument outputProducing a document a person receives — a printed form, a generated PDF, a filled template — and getting it to a printer or a queue rather than returning it as a payload.LLM integrationCAPUI5BTPABAPLLM integrationCalling a language model from application code with the tenant, destination and credential handling already solved instead using an SDK call with a hand-rolled key.LoggingCAPBTPABAPUI5LoggingSeeing what a running service did, in a form something can read afterwards — levels, a formatter that suits a laptop and one that suits a log service.OpenAPICAPABAPBTPOpenAPIHanding a description of the service to clients and tools — an API portal, a code generator, a partner who wants a contract before they write anything.Prompt managementCAPBTPPrompt managementKeeping the prompts an application sends to a model as templates with placeholders, stored and versioned apart from the code that calls them, so a change of wording is not a deployment. What people conflate under it: the template filled at runtime, the registry it lives in, and the orchestration step that fills it.Retrieval-augmented generationCAPABAPBTPRetrieval-augmented generationGrounding a model's answer in data retrieved at question time: text split into chunks, each chunk embedded as a vector, and the chunks nearest to the question placed into the prompt. Semantic search is the same retrieval with a person reading the matches, and fine-tuning changes the model's weights, not its input.Serve your application over MCPCAPBTPABAPServe your application over MCPExposing selected application data and business operations to an AI agent through the Model Context Protocol. An application may also integrate remote services through [service integration](capability:service-integration), connecting its exposed contract with [agent access to your systems](capability:agent-systems-access). Development assistance belongs to [agent access to your code](capability:agent-code-access).TypingCAPTypingMaking the model visible to the compiler — generated types for entities and events so a rename breaks the build rather than production.Workflow integrationCAPWorkflow integrationDriving an external workflow or automation engine from an application and reacting to what it emits — triggering runs transactionally and importing the engine’s shape as a typed model.
Entries
Group by23 of 23 entries
EntrySignals
Contributes to
@cap-js/agents@cap-js/agentsSAP's own CDS plugin for building agents inside a CAP service, wired to audit logging and telemetry through peer dependencies rather than leaving observability to the author.sap official, cap
Not as a gateway or proxy for SAP Application APIs: capire's guide states that CAP-level agents are intended only for exposing custom CAP application services and are not an SAP-endorsed architecture or pathway for agentic access to those APIs, and sends the reader to the SAP Architecture Center for the endorsed routes. Not as the screen a user of the application talks to, either — the chat preview in the generic index.html page is marked experimental and for local development.
CDS plugin for building agents inside a CAP service
@cap-js/ai@cap-js/aiOut-of-the-box value-help recommendations powered by SAP RPT-1, SAP AI Core as a standard CAP service, and an experimental local embedding model behind SQLite's vector functions.sap official, cap
Value-help recommendations and SAP AI Core as a CAP service
@cap-js/audit-logging@cap-js/audit-loggingIntegration with the SAP Audit Log service, so operations on personal data are recorded in the form an auditor expects without the application writing the entries.sap official, cap
CAP integration with the SAP Audit Log service
@cap-js/cds-dbs@cap-js/cds-dbsThe monorepo behind CAP's SQL database services — the base service, SQLite, PostgreSQL and HANA all live here, which is why they version together.sap official, cap
Monorepo of CAP's SQL database services
@cap-js/cds-typer@cap-js/cds-typerGenerates TypeScript types from a CDS model.sap official, cap
Generates TypeScript types from a CDS model
@cap-js/data-inspector@cap-js/data-inspectorInspects database entities and their contents at the CAP service level.sap official, cap
Inspects database entities and contents at CAP service level
@cap-js/data-privacy@cap-js/data-privacyIntegration with SAP Data Privacy Integration, driven by the personal-data annotations already on the model — the annotation that marks a field is the one the service acts on.sap official, cap
CAP integration with SAP Data Privacy Integration
@cap-js/db-service@cap-js/db-serviceThe base every CAP database service is built on: the shared query translation and pooling that SQLite, PostgreSQL and HANA specialise rather than reimplement.sap official, cap
Base service shared by CAP's SQLite, PostgreSQL and HANA services
@cap-js/hana@cap-js/hanaThe HANA database service — the production default, on the same streamlined architecture as the SQLite and PostgreSQL services.sap official, cap
SAP HANA database service for CAP
@cap-js/mcp@cap-js/mcpA CAP plugin that serves an @mcp-annotated service over MCP with three generated tools, describe, query and call_action, and writes its endpoint into the local agent's configuration in development.sap official, cap
SAP prohibits gateway/proxy use for SAP Application APIs; the Atlas applies that prohibition to CAP wrappers around those APIs. Data changes require application-defined unbound actions, and the adapter supplies no rate limiting, agent-action audit logging, approval workflows or policy enforcement. In beta, with nine releases in the six weeks after the first, so pin it.
Exposes CAP services as MCP servers for AI agents
@cap-js/n8n@cap-js/n8nTriggers n8n workflows from a CAP application through @n8n.process.start annotations or a programmatic n8n service, resolving credentials from local config, a Cloud Foundry binding or a BTP destination.sap official, cap
Triggers n8n workflows from a CAP application
@cap-js/openapi@cap-js/openapiTurns a CDS service into an OpenAPI document, derived from the model so the description cannot drift from what is served.sap official, cap
Generates OpenAPI documents from a CDS service
@cap-js/postgres@cap-js/postgresThe PostgreSQL database service — the production option for running CAP off HANA, sharing the base service with the other three.sap official, cap
PostgreSQL database service for CAP
@cap-js/print@cap-js/printA CDS plugin that prints a document held in a CAP entity, through SAP Print service and a @PDF.Printable annotation.sap official, cap
Prints documents held in CAP entities through SAP Print service
@cap-js/sqlite@cap-js/sqliteThe SQLite service, in memory during the inner loop — which is why a CAP project runs before anyone has provisioned a database.sap official, cap
SQLite database service for CAP, in memory during development
@sap-ai-sdk/ai-api@sap-ai-sdk/ai-apiThe AI Core API surface of SAP's AI SDK, covering deployments, configurations and the rest of the control plane, as opposed to calling a model.sap official, cap
AI Core control plane API surface of SAP's AI SDK
@sap-ai-sdk/core@sap-ai-sdk/coreThe shared internals that the packages of SAP's AI SDK build on, which its own readme says are not meant to be depended on directly.sap official, cap
Shared internals of SAP's AI SDK
@sap-ai-sdk/foundation-models@sap-ai-sdk/foundation-modelsThe package of SAP's AI SDK that calls foundation models through SAP AI Core and the Generative AI Hub, and the one an application actually reaches for.sap official, cap
Client for foundation models via SAP AI Core and Generative AI Hub
@sap-ai-sdk/orchestration@sap-ai-sdk/orchestrationThe Orchestration Service client of SAP's AI SDK, which applies templating, grounding, filtering and masking around a model call rather than in the application.sap official, cap
Orchestration Service client for templating, grounding and masking
@sap-ai-sdk/prompt-registry@sap-ai-sdk/prompt-registryA package for keeping prompts in SAP's prompt registry rather than in the codebase, so changing a prompt is not a deployment.sap official, cap
Client for prompts kept in SAP's prompt registry
cf-setupcf-setupGitHub Action that sets up the Cloud Foundry CLI in a workflow.sap official, cap
GitHub Action setting up the Cloud Foundry CLI
com.sap.cds:cds-feature-auditlog-ngcom.sap.cds:cds-feature-auditlog-ngA CAP Java plugin that sends audit log events to the SAP Audit Log service in the format the Audit Log Event Catalog expects.sap official, cap
CAP Java plugin sending audit log events to SAP Audit Log service
SAP-samples/cap-sflightSAP-samples/cap-sflightA travel-booking reference application built with CAP and SAP Fiori elements, whose same UIs run against a Node.js and a Java backend so the two stacks can be compared directly.sap official, cap
Travel-booking reference app on CAP Node.js and Java backends
Details
For your agent
- Ref
actor:dellagustin-sap- JSON
- /actors/dellagustin-sap.json
- MCP
- Connecting an agent