# Engineering - [Agents](https://docs.rox.com/development/engineering/agents.md): How we build agents at Rox - [Context](https://docs.rox.com/development/engineering/context.md): How is context captured in Rox - [Knowledge Graph Deep Dive](https://docs.rox.com/development/engineering/context/knowledge-graph-deep-dive.md) - [Smart Email Rule Engine](https://docs.rox.com/development/engineering/context/smart-email-rule-engine.md) - [Docs](https://docs.rox.com/development/engineering/docs.md) - [Rox Architecture](https://docs.rox.com/development/engineering/docs/rox-architecture.md): Rox is reimagining the revenue stack for the AI era. This post introduces the Rox Architecture — a system of context that unifies revenue data and an Agent Swarm™ layer that turns context into action. - [Secure by Design](https://docs.rox.com/development/engineering/docs/secure-by-design.md) - [System of Context](https://docs.rox.com/development/engineering/docs/system-of-context.md) - [Warehouse Native Structured Private Data](https://docs.rox.com/development/engineering/docs/system-of-context/warehouse-native-structured-private-data.md): Warehouse Native for Enterprise Business Systems Data - [Content Ingestion for Public Data](https://docs.rox.com/development/engineering/docs/system-of-context/content-ingestion-for-public-data.md) - [Connector Hub for Unstructured Private Data](https://docs.rox.com/development/engineering/docs/system-of-context/connector-hub-for-unstructured-private-data.md): Details about the Rox Connector Hub for Enterprise App Data which supports Calendar, SFDC, Email and Slack. More connectors coming soon. - [Rox Revenue Data Fabric](https://docs.rox.com/development/engineering/docs/system-of-context/rox-revenue-data-fabric.md) - [Entity Relationship Mapping](https://docs.rox.com/development/engineering/docs/system-of-context/rox-revenue-data-fabric/entity-relationship-mapping.md) - [Entity Graph](https://docs.rox.com/development/engineering/docs/system-of-context/rox-revenue-data-fabric/entity-graph.md) - [Rox Data Layer](https://docs.rox.com/development/engineering/docs/system-of-context/rox-data-layer.md) - [Company and Contact Management](https://docs.rox.com/development/engineering/docs/system-of-context/company-and-contact-management.md) - [Framework for Reliable Task Execution](https://docs.rox.com/development/engineering/docs/system-of-context/framework-for-reliable-task-execution.md) - [Revenue Entity Interfaces](https://docs.rox.com/development/engineering/docs/system-of-context/revenue-entity-interfaces.md) - [Account Interface](https://docs.rox.com/development/engineering/docs/system-of-context/revenue-entity-interfaces/account-interface.md) - [Person Interface](https://docs.rox.com/development/engineering/docs/system-of-context/revenue-entity-interfaces/person-interface.md): A Unified Data Layer for Scaling Contact Management with Reliability and Speed - [Contact Resolution and De-Duplication](https://docs.rox.com/development/engineering/docs/system-of-context/revenue-entity-interfaces/person-interface/contact-resolution-and-de-duplication.md): How Rox Keeps Your CRM Clean and Your Sales Outreach Smarter 🚀 - [Opportunity Interface](https://docs.rox.com/development/engineering/docs/system-of-context/revenue-entity-interfaces/opportunity-interface.md) - [Events Interface](https://docs.rox.com/development/engineering/docs/system-of-context/revenue-entity-interfaces/events-interface.md) - [Agent Swarm™ Layer](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer.md) - [Agent Framework](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/agent-framework.md): Building Intelligent Agent Orchestration at Rox - [Agent Reliability](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/agent-reliability.md) - [AI Safety](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/ai-safety.md) - [Evaluation Framework](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/evaluation-framework.md): Evaluating Complex Agent Systems at Scale - [Human Agent Interaction](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/human-agent-interaction.md) - [Architecture](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/architecture.md) - [Agent Evaluation System](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/architecture/agent-evaluation-system.md) - [Workflow Specific Agents](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents.md) - [Research Agent](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/research-agent.md) - [Teams & Technologies](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/research-agent/teams-and-technologies.md) - [Custom Account Research](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/research-agent/custom-account-research.md) - [Account Overview](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/research-agent/account-overview.md) - [Outreach Agent](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/outreach-agent.md) - [Outreach (Email & Linkedin)](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/outreach-agent/outreach-email-and-linkedin.md) - [Transcription](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/outreach-agent/transcription.md) - [Conversational Meeting Briefings](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/outreach-agent/conversational-meeting-briefings.md) - [Deal Agent](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/deal-agent.md) - [Meet Agent](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/meet-agent.md) - [Discover](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/discover.md) - [Clever Columns](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/discover/clever-columns.md) - [Pipeline Generation](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/discover/pipeline-generation.md) - [Monitor](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/monitor.md) - [Insights](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/monitor/insights.md) - [Autofill agent](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/autofill-agent.md) - [Apps Agent](https://docs.rox.com/development/engineering/docs/agent-swarm-tm-layer/workflow-specific-agents/apps-agent.md) - [Rox Enterprise - Integrations](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations.md) - [Microsoft Teams Orgwide Integration](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/microsoft-teams-orgwide-integration.md): Enable organization-wide Microsoft Teams connectivity for Rox, allowing IT administrators to authorize Rox to securely access and ingest Teams meeting transcripts and related meeting metadata. - [Zoom Cloud Orgwide Integration](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/zoom-cloud-orgwide-integration.md): Enable organization-wide Zoom Cloud connectivity for Rox, allowing IT administrators to authorize Rox to securely access and ingest Zoom cloud rec meeting transcripts and related meeting metadata. - [CRM Integration](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/crm-integration.md): Rox ↔ CRM integration: Mappings, Real-time & Batch write-back, Bulk sync, ID mapping, and Audit logs — always-current truth view - [Google Org-wide Email / Calendar Integration](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/google-org-wide-email-calendar-integration.md): Enable Google Workspace connectivity for Rox, allowing IT administrators to authorize to securely access calendar and email data on behalf of all users within their Workspace. - [Call recorder Integration](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/call-recorder-integration.md) - [Slack Integration](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/slack-integration.md) - [API Access](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/api-access.md) - [Outlook SSO via Auth0](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/outlook-sso-via-auth0.md): Enable your organization’s members to sign in to Rox (https://rox.com) using “Continue with Microsoft” via an Auth0 Enterprise connection to Microsoft Entra ID. - [Orgwide Integration via Microsoft Graph](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/orgwide-integration-via-microsoft-graph.md): Enable organization-wide Microsoft 365 connectivity for Rox, allowing IT administrators to authorize Rox to securely access calendar and email data on behalf of all users within their Microsoft Entra. - [Data Warehouse Integration](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/data-warehouse-integration.md) - [Snowflake](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/data-warehouse-integration/snowflake.md) - [Databricks](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/data-warehouse-integration/databricks.md) - [BigQuery](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/data-warehouse-integration/bigquery.md) - [Granting Microsoft Integration Permissions for Rox](https://docs.rox.com/development/engineering/docs/rox-enterprise-integrations/granting-microsoft-integration-permissions-for-rox.md) - [Governance](https://docs.rox.com/development/engineering/governance.md) - [How We're Building Unified Governance Engine](https://docs.rox.com/development/engineering/governance/how-were-building-unified-governance-engine.md): How Rox built unified, multi-source governance for users and AI agents using a single abstraction - the Pod with provenance, hierarchy rollups, and real-time sync. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.rox.com/development/engineering.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.