# Oxy - [Welcome to Oxygen](https://oxy.tech/docs/guide/start/index.md): The Operating System for AI Transformation - [Architecture](https://oxy.tech/docs/guide/start/architecture.md): The core components of Oxygen and how they fit together - [Quickstart](https://oxy.tech/docs/guide/start/quickstart.md): Build an Oxygen project locally, push it to GitHub, and deploy it to Oxygen Cloud - [Install the Oxygen CLI](https://oxy.tech/docs/guide/start/install-cli.md): Install the optional oxy command-line tool and run your first commands - [Set up your project](https://oxy.tech/docs/guide/start/first-project.md): Create a project, connect a model, and connect your data — all from the IDE - [Global config](https://oxy.tech/docs/guide/reference/yaml/config.md): How to configure your `config.yml` file - [Data Infrastructure](https://oxy.tech/docs/guide/build/data-infrastructure/index.md): The engines that get your data in and shape it — Airhouse, Airlayer, and Airform - [Airhouse](https://oxy.tech/docs/guide/build/data-infrastructure/airhouse.md): Oxygen's managed warehouse and connector, with ephemeral credentials - [Airlayer](https://oxy.tech/docs/guide/build/data-infrastructure/airlayer.md): The open-source in-process semantic engine at the core of the World Model - [Airform](https://oxy.tech/docs/guide/build/data-infrastructure/airform.md): dbt-style, version-controlled SQL modeling for Oxygen - [World Model](https://oxy.tech/docs/guide/build/world-model/index.md): Oxygen's control system for business outcomes — a formula-first model built from a semantic model, a metric tree, and an entity graph - [Overview](https://oxy.tech/docs/guide/build/semantic-model/simple-model.md): Oxygen's semantic model — business measures and dimensions compiled to correct SQL by airlayer - [Views](https://oxy.tech/docs/guide/build/semantic-model/views.md): Create and manage views in your semantic model - [Entities](https://oxy.tech/docs/guide/build/semantic-model/entities.md): Define entities and relationships in your semantic model - [Dimensions](https://oxy.tech/docs/guide/build/semantic-model/dimensions.md): Define dimensions for filtering and grouping data - [Measures](https://oxy.tech/docs/guide/build/semantic-model/measures.md): Define measures and metrics for quantitative analysis - [Topics](https://oxy.tech/docs/guide/build/semantic-model/topics.md): Organize views by business domain with topics - [Using the Semantic Model](https://oxy.tech/docs/guide/build/semantic-model/use-in-agents.md): How to use your semantic model in agents, workflows, and routing agents - [Modeling](https://oxy.tech/docs/guide/build/semantic-model/modeling.md): Define layered SQL transformations inside your Oxygen workspace using dbt project conventions - [Metric Tree](https://oxy.tech/docs/guide/build/world-model/metric-tree.md): How measures compose — decomposing a top-line metric into the drivers that explain it - [Opportunity Sizing](https://oxy.tech/docs/guide/build/world-model/opportunity-sizing.md): How the World Model Graph sizes an opportunity and decomposes it into the drivers you can act on - [Agents](https://oxy.tech/docs/guide/build/agents/index.md): Multi-step agents defined in .agentic.yml that ground questions in your World Model - [How the pipeline works](https://oxy.tech/docs/guide/build/agents/pipeline.md): The finite state machine behind every Oxygen agent — stages, back-edges, retries, and human-in-the-loop suspension - [Context & affordances](https://oxy.tech/docs/guide/build/agents/provide-context.md): Every context type an Oxygen agent can be given, and the affordance each one grants - [Test your agent](https://oxy.tech/docs/guide/build/test-evaluate/index.md) - [Testing reference](https://oxy.tech/docs/guide/build/test-evaluate/testing.md): How tests are defined and run in Oxygen - [SDK](https://oxy.tech/docs/guide/build/sdk/index.md): Build code-first React applications on top of your Oxygen project with the Oxygen SDK - [Hooks & components](https://oxy.tech/docs/guide/build/sdk/hooks.md): The React hooks and components the Oxygen SDK exposes for reading data, running agents, and rendering results - [World Model Interface](https://oxy.tech/docs/guide/build/sdk/world-model.md): Traverse, explain, and size your World Model from a React app as a graph of navigable nodes - [Oxygen Functions](https://oxy.tech/docs/guide/build/sdk/functions.md): Server-side TypeScript handlers that ship inside your Oxygen app and run on Oxygen's managed runtime - [Automations](https://oxy.tech/docs/guide/build/automations/index.md): Multi-step, replayable analytics workflows - [Task types](https://oxy.tech/docs/guide/build/automations/task-types.md): The task types an Automation can run — agent, execute_sql, formatter, and sub-automations - [Loops](https://oxy.tech/docs/guide/build/automations/loops.md): Iterate over a set of values with the loop_sequential task type - [Variables](https://oxy.tech/docs/guide/build/automations/variables.md): Parameterize an Automation with basic and typed (JSON Schema) variables - [Data Apps](https://oxy.tech/docs/guide/build/data-apps/index.md): Configuration-based dashboards for visualizing SQL data - [Cache](https://oxy.tech/docs/guide/build/data-apps/caching.md): Store intermediate task results for efficiency - [Integrations](https://oxy.tech/docs/guide/build/connect-data/index.md): Oxygen integrates with a variety of data sources and models - [BigQuery](https://oxy.tech/docs/guide/build/connect-data/bigquery.md) - [Snowflake](https://oxy.tech/docs/guide/build/connect-data/snowflake.md) - [Postgres](https://oxy.tech/docs/guide/build/connect-data/postgres.md) - [Redshift](https://oxy.tech/docs/guide/build/connect-data/redshift.md) - [ClickHouse](https://oxy.tech/docs/guide/build/connect-data/clickhouse.md) - [DuckDB](https://oxy.tech/docs/guide/build/connect-data/duckdb.md) - [MotherDuck](https://oxy.tech/docs/guide/build/connect-data/motherduck.md) - [MySQL](https://oxy.tech/docs/guide/build/connect-data/mysql.md) - [Looker](https://oxy.tech/docs/guide/build/connect-data/looker.md): Connect Oxygen to Looker for querying explores and syncing metadata - [Domo](https://oxy.tech/docs/guide/build/connect-data/domo.md) - [Database Synchronization](https://oxy.tech/docs/guide/build/connect-data/sync-schema.md): Learn how to synchronize database schema information with the Oxygen sync command - [Large query results](https://oxy.tech/docs/guide/build/connect-data/query-limits.md): How Oxygen bounds large query results so a runaway scan never crashes the server - [OpenAI](https://oxy.tech/docs/guide/build/connect-models/openai.md) - [Claude](https://oxy.tech/docs/guide/build/connect-models/anthropic.md): Oxygen is the fastest way to build AI agents - [Gemini](https://oxy.tech/docs/guide/build/connect-models/gemini.md): Oxygen is the fastest way to build AI agents - [LLM gateways & proxies](https://oxy.tech/docs/guide/build/connect-models/gateways.md) - [MCP Server](https://oxy.tech/docs/guide/build/embed-extend/mcp.md): Learn how to use the Model Context Protocol (MCP) server in Oxygen to expose your data agents, workflows, SQL files, and semantic topics to AI assistants like Claude. - [Slack](https://oxy.tech/docs/guide/build/embed-extend/slack.md): Query your data directly from Slack using @mentions, DMs, and the Oxygen assistant sidebar - [A2A Protocol Integration](https://oxy.tech/docs/guide/build/embed-extend/a2a.md): Enable agent-to-agent communication using the A2A protocol - [V0](https://oxy.tech/docs/guide/build/embed-extend/v0.md) - [Lovable Integration](https://oxy.tech/docs/guide/build/embed-extend/lovable.md): Build data-connected dashboards with Lovable and the Oxygen SDK - [Lovable Starter Prompt](https://oxy.tech/docs/guide/build/embed-extend/lovable-starter-prompt.md): A ready-to-use prompt for scaffolding an Oxygen SDK dashboard in Lovable - [Local development with oxyc proxy](https://oxy.tech/docs/guide/build/embed-extend/oxy-proxy.md): Run a custom app on your machine against a real cloud Oxy's data, so you can verify you're getting the right results before you publish. - [Edge fleet](https://oxy.tech/docs/guide/edge/index.md): Manage camera fleet — sites, edge boxes, cameras — from the Developer Portal - [Install an edge box](https://oxy.tech/docs/guide/edge/install.md): Bring up your first camera fleet edge box in 15 minutes. - [Edge runbook](https://oxy.tech/docs/guide/edge/runbook.md): Top failure modes for the camera fleet, with diagnosis steps and fixes. - [Manage your workspace](https://oxy.tech/docs/guide/manage/index.md): Operational concerns for Oxygen Cloud admins - [Teams & roles](https://oxy.tech/docs/guide/manage/teams.md): Owner / Admin / Member roles in an Oxygen workspace - [Permissions](https://oxy.tech/docs/guide/manage/permissions.md): How roles work across your organization — and for partners who manage other organizations - [Secrets](https://oxy.tech/docs/guide/manage/secrets.md): How Oxygen stores API keys, model keys, and integration tokens - [Api keys](https://oxy.tech/docs/guide/manage/api-keys.md) - [Billing & plans](https://oxy.tech/docs/guide/manage/billing.md): How Oxygen Cloud subscriptions work - [Usage & limits](https://oxy.tech/docs/guide/manage/usage-limits.md): Quotas and rate limits in Oxygen Cloud - [High availability](https://oxy.tech/docs/guide/manage/high-availability.md): What stays available during a restart or deploy, what briefly pauses, and why your data is never at risk. - [Support & SSO](https://oxy.tech/docs/guide/manage/support.md): Support channels and SLA tiers - [Workspaces](https://oxy.tech/docs/guide/manage/workspaces/index.md): How Oxygen Cloud organizes work — workspaces, projects, and branches - [GitHub App Setup](https://oxy.tech/docs/guide/manage/workspaces/github-integration.md): Configure a GitHub App to enable workspace import and Git integration in multi-workspace mode - [Branch-aware editing](https://oxy.tech/docs/guide/manage/workspaces/branches.md): How Oxygen handles protected branches and feature-branch forks in the IDE - [Authentication](https://oxy.tech/docs/guide/manage/authentication/index.md): Sign-in options for Oxygen Cloud workspaces - [Magic link](https://oxy.tech/docs/guide/manage/authentication/magic-link.md): Passwordless email sign-in (the default) - [Google OAuth](https://oxy.tech/docs/guide/manage/authentication/google.md): One-click sign-in with Google accounts - [Okta SSO](https://oxy.tech/docs/guide/manage/authentication/okta.md): Set up Okta SSO for an Oxygen workspace - [Observability](https://oxy.tech/docs/guide/manage/observability/index.md) - [Exploring traces](https://oxy.tech/docs/guide/manage/observability/traces.md) - [What is Enterprise?](https://oxy.tech/docs/guide/manage/enterprise/index.md): How the Enterprise tier extends Oxygen Cloud - [Reference](https://oxy.tech/docs/guide/reference/index.md): YAML schemas, REST API endpoints, and MCP tool specs - [REST API](https://oxy.tech/docs/guide/reference/rest-api/index.md): HTTP API for automating Oxygen Cloud - [Resources](https://oxy.tech/docs/guide/resources/index.md): Troubleshooting, recipes, changelog, community - [Changelog](https://oxy.tech/docs/guide/resources/changelog.md): Public release notes for Oxygen Cloud - [Community](https://oxy.tech/docs/guide/resources/community.md): Where to find help and meet other Oxygen users - [Showcase](https://oxy.tech/docs/guide/resources/showcase.md): Teams using Oxygen in production - [Troubleshooting](https://oxy.tech/docs/guide/resources/troubleshooting/index.md): Symptom → cause → fix for the most common Oxygen issues - [Debugging & Logs](https://oxy.tech/docs/guide/resources/troubleshooting/debugging.md) - [Crew Sign-In on Enrolled Kiosks, Places and Positions, Scenario Simulation on the Metric Tree, and Custom-App Availability](https://oxy.tech/docs/changelog/2026-09-03.md): Crew sign-in end to end, an organization-wide registry of places and positions, and Metric Tree scenarios. - [Custom Apps in Their Own Tab, Installable Apps With Push Notifications, Team Chat, and Frontline Sign-In](https://oxy.tech/docs/changelog/2026-08-28.md): Custom apps install to the home screen, plus team chat, a notification inbox, and PIN sign-in. - [Instant-Loading Custom Apps, Per-Org Transactional Postgres, Fleet-Wide Pre-Aggregation, and Schedule Variables](https://oxy.tech/docs/changelog/2026-08-24.md): Custom apps load instantly, know who is viewing them, and can now write transactional data. - [Anomaly Inbox Triage, Atomic Writes for Oxy Functions, UberEats and NetSuite Sources, and ClickHouse Observability](https://oxy.tech/docs/changelog/2026-08-18.md): Triage anomalies in bulk, write transactionally from Oxy Functions, and pull from two new Airway sources. - [App Operator Role, Airway Admission Policy, Custom App Storage Lifecycle, and Sharper Anomaly Detection](https://oxy.tech/docs/changelog/2026-08-10.md): Ship apps without reaching the tenant, govern Airway sources, and cap custom-app storage. - [Team-Based App Access, Annotated Congestion Clips, Opt-In Workspace Health Checks, and Sharper Anomaly Attribution](https://oxy.tech/docs/changelog/2026-08-03.md): Grant custom-app access by team, annotated evidence clips, and opt-in workspace health checks. - [World Model Opportunity Sizing, Custom App Asset Storage, One-Click Org Provisioning, and a Standalone App Scaffold](https://oxy.tech/docs/changelog/2026-07-24.md): Opportunity sizing on the World Model, a per-app asset store, and one-click org provisioning. - [Partner Distribution Platform, Local Custom-App Development, and Data Freshness Awareness](https://oxy.tech/docs/changelog/2026-07-18.md): A partner tier for custom apps, local development against live cloud data, and freshness-aware analytics agents. - [Oxy Function Jobs, Observability Traces Console, and Admin Apps Cockpit](https://oxy.tech/docs/changelog/2026-07-12.md): Trigger and monitor custom-app functions as durable jobs, an engineer-grade traces + execution-analytics console, and a redesigned admin apps cockpit. - [Oxy Functions, Resumable Airway Backfills, a Custom-Apps Deployment Console, and World Model Graph Drill-Down](https://oxy.tech/docs/changelog/2026-07-03.md): Server-side TypeScript handlers inside customer apps, chunked crash-resumable ELT backfills, a redesigned admin console for managing custom-app deployments, and an explorable World Model graph. - [Admin Tenant 360, Workspace Health Monitoring, HTTP Request Automations, and Dark-Mode World Model Controls](https://oxy.tech/docs/changelog/2026-06-26.md): A unified admin cockpit for investigating tenants, periodic per-workspace health monitoring, outbound HTTP calls in automations, and dark-mode graph controls. - [World Model Graph, Secret Detail View, and On-Demand ELT Backfill](https://oxy.tech/docs/changelog/2026-06-19.md): An interactive graph of your semantic layer, a dedicated detail view for secrets, and on-demand backfill for date-windowed ELT sources. - [Apps-First HQ Home, Global Ask Drawer, and Custom App Auth Fixes](https://oxy.tech/docs/changelog/2026-06-17.md): Your workspace now opens to an apps-first HQ with a global Ask drawer, plus custom-app sign-in fixes. - [Metric Tree & Anomaly Monitoring, Admin Operator Cockpit, Standalone Worker Fleet, and RDS IAM Authentication](https://oxy.tech/docs/changelog/2026-06-05.md): Explore semantic metric trees with anomaly detection and AI root-cause analysis, manage the platform from a revamped operator cockpit, scale workers independently, and authenticate workers to RDS via IAM. - [Customer Apps Platform, ClickHouse ELT Source, and SQL IDE Reliability](https://oxy.tech/docs/changelog/2026-05-29.md): Launch a code-first data app platform for engineering teams, add ClickHouse as an ELT source, and a round of reliability and performance fixes. - [Cron Scheduling, Orchestrator Dashboard, and Semantic Pre-Aggregation](https://oxy.tech/docs/changelog/2026-05-28.md): Schedule workflows, pipelines, and agents on a cron, monitor them in a redesigned Orchestrator dashboard, and serve semantic queries from local Parquet rollups. - [Data App Publish/Draft, Airway ELT Pipelines, and Airhouse Observability](https://oxy.tech/docs/changelog/2026-05-20.md): Control which Data Apps appear in the sidebar with publish state, ship streaming ELT pipelines via Airway, and route Oxy's own observability to Airhouse. - [Oxygen Design System, Builder Onboarding Quality, and Airhouse Credential Modernization](https://oxy.tech/docs/changelog/2026-05-11.md): A three-layer design token system with Light/Dark/System theme toggle, faster and higher-quality builder onboarding, and a modernized Airhouse credential model. - [Stripe Billing, Verified Queries, Builder Improvements, and Unified Settings](https://oxy.tech/docs/changelog/2026-05-07.md): Per-seat Stripe billing with self-serve checkout, trusted SQL file execution, a major Builder upgrade, and consolidated settings dialog. - [SQL Modeling (dbt), Universal Slack Bot, Oxygen Rebrand, and Rate Limit Handling](https://oxy.tech/docs/changelog/2026-04-30.md): Native dbt-style SQL modeling, multi-tenant Slack integration, product rename to Oxygen, and automatic LLM rate-limit retries. - [Multi-Organization Support, IDE Pull, and Observability](https://oxy.tech/docs/changelog/2026-04-23.md): Organizations with onboarding and bulk invites, pull latest changes directly from the IDE, and configurable observability backends. - [Builder Agent Improvements, Verified Query Badges, and Time-Aware Analytics](https://oxy.tech/docs/changelog/2026-04-16.md): Smarter file edits in Builder mode, verified badges for semantic layer queries, and time-aware analytics agent - [Builder Agent, Workspace Management, and Thinking Budget](https://oxy.tech/docs/changelog/2026-04-09.md): New builder copilot agent, multi-workspace deployment modes with member management, and extended thinking toggle - [Agentic Agents, Testing UI Fixes, and Platform Improvements](https://oxy.tech/docs/changelog/2026-04-02.md): A new .agentic.yml agent type with end-to-end reasoning pipelines, app generation, and human-in-the-loop support - [IDE Git Flow, Secrets Panel Improvements, and Bug Fixes](https://oxy.tech/docs/changelog/2026-03-26.md): Branch-aware file operations, local git support, and improved environment variable management - [Agent Testing UI, Looker Explore, and CLI Improvements](https://oxy.tech/docs/changelog/2026-03-19.md): Testing UI for agent runs, Looker Explore in the Dev Portal, and database-free CLI execution - [Interactive App Controls, Enhanced Looker Integration, and Agent Testing Framework](https://oxy.tech/docs/changelog/2026-03-12.md): Dynamic parameter controls for apps, full Looker platform integration, and LLM-as-judge testing - [Magic Link Authentication, Looker Integration, and Procedure Terminology](https://oxy.tech/docs/changelog/2026-03-05.md): Passwordless authentication via email, comprehensive Looker analytics integration, and clearer automation terminology - [Readonly Mode, Enhanced Anthropic Support, Data App Editing, and App Result Caching](https://oxy.tech/docs/changelog/2026-02-26.md): Server-level file protection, improved Claude compatibility, and enhanced data app management - [SQL IDE Enhancements, Time Dimensions, Version Tracking, and Platform Stability](https://oxy.tech/docs/changelog/2026-02-12.md): Enhanced temporal analytics, SQL IDE improvements, build metadata visibility, and comprehensive platform reliability fixes - [SQL IDE, Enhanced Query Execution, and Strict YAML Validation](https://oxy.tech/docs/changelog/2026-02-05.md): Comprehensive SQL development environment with keyboard shortcuts and improved configuration validation - [PostgreSQL-Only Architecture, Enhanced Oxygen Start, and Developer Portal Improvements](https://oxy.tech/docs/changelog/2026-01-29.md): Streamlined database backend with enterprise mode for local development and improved settings navigation - [Observability Metrics, v0.dev Integration, and Enhanced IDE Experience](https://oxy.tech/docs/changelog/2026-01-22.md): Advanced analytics for platform usage monitoring with AI-powered app generation and improved field selection - [Enterprise Observability with OpenTelemetry, Optimized Query Results, and Intent Classification](https://oxy.tech/docs/changelog/2026-01-15.md): Comprehensive monitoring and analytics for agent executions with OpenTelemetry integration and performance-optimized query results - [User Attribution for Automation Runs, Semantic Explorer Sorting, and Migration Improvements](https://oxy.tech/docs/changelog/2026-01-08.md): Comprehensive user tracking for workflow executions, manual sort control for semantic queries, and enhanced error handling - [Fly.io Deployment Support, Workflow Run Management, and Chart Improvements](https://oxy.tech/docs/changelog/2026-01-01.md): Quick cloud deployment capabilities with Fly.io integration and enhanced workflow management - [A2A Protocol Support, Enhanced IDE Experience, and Snowflake Browser Authentication](https://oxy.tech/docs/changelog/2025-12-25.md): Comprehensive implementation of A2A protocol v0.3.0 for standardized agent communication - [Ontology View, Agentic Workflows, PostgreSQL Migration, and Automation Renaming](https://oxy.tech/docs/changelog/2025-12-18.md): Interactive graph visualization of your entire data project: - [Slack Integration, Enhanced Consistency Testing, and Chart Improvements](https://oxy.tech/docs/changelog/2025-12-11.md): Native Slack integration with @mentions, command support, and threaded conversations. Enhanced consistency testing and improved chart rendering. - [Quick Start Demo Project, Enhanced Testing Capabilities, and Compatibility Improvements](https://oxy.tech/docs/changelog/2025-12-04.md): Streamlined onboarding with pre-configured demo templates: - [GUI Configuration Editor and Chat Experience Improvements](https://oxy.tech/docs/changelog/2025-11-27.md): Visual interface for managing Oxygen configurations: - [Deep Research Mode, Enhanced Workflow Controls, and Cloud Onboarding Improvements](https://oxy.tech/docs/changelog/2025-11-20.md): Introducing deep research capabilities for complex analytical workflows: - [Snowflake Row-Level Security, Enhanced Workflow UI, and IDE Improvements](https://oxy.tech/docs/changelog/2025-11-14.md): Comprehensive row-level security support for Snowflake databases: - [Authentication Enhancements and Workflow UX Improvements](https://oxy.tech/docs/changelog/2025-11-06.md): Comprehensive authentication improvements across deployment modes: - [Cloud-Native Architecture, Agentic Workflows, and Enhanced APIs](https://oxy.tech/docs/changelog/2025-10-24.md): Flexible deployment model that works both locally and in cloud environments: - [API Enhancements and YAML Retrieval Support](https://oxy.tech/docs/changelog/2025-09-26.md): New API endpoint for non-streaming responses: - [IDE Improvements and Platform Stability](https://oxy.tech/docs/changelog/2025-09-12.md): Enhanced file navigation experience: - [Enhanced IDE Experience, HTTPS Development, and Platform Integrations](https://oxy.tech/docs/changelog/2025-09-04.md): Improved workspace control, consistency, and navigation: - [Data App Validation, Advanced Semantic Routing and Model Configuration Headers Support](https://oxy.tech/docs/changelog/2025-08-21.md): Real-time and build-time validation for data app within the IDE: - [Workflow Major Enhancements](https://oxy.tech/docs/changelog/2025-08-08.md): Debug and analyze workflow executions with comprehensive replay capabilities: - [Product Stability and Performance Enhancements](https://oxy.tech/docs/changelog/2025-07-30.md): This release focuses on enhancing user experience and system reliability through targeted optimizations: - [Unified Settings Interface and Ephemeral Data Cleanup](https://oxy.tech/docs/changelog/2025-07-24.md): Improved settings experience with consolidated management: - [Activity Logs, Enhanced Retrieval Accuracy, and Agent Preview Improvements](https://oxy.tech/docs/changelog/2025-07-17.md): Complete audit trail of all agent interactions in a comprehensive table view: - [GitHub Integration, Readonly Mode, and Enhanced Streaming Controls](https://oxy.tech/docs/changelog/2025-07-10.md): Launch Oxygen from anywhere without requiring an existing project folder: - [Semantic Type System, User Management, and Enhanced Chat Streaming](https://oxy.tech/docs/changelog/2025-07-03.md): Introducing semantics.yml - a comprehensive approach to data modeling that unifies all entity definitions across your entire Oxygen deployment: - [Major Authentication Updates, Enhanced Agent Capabilities, and Improved User Experience](https://oxy.tech/docs/changelog/2025-06-26.md): We've implemented authentication with multiple new options to fit your workflow: - [Data Apps](https://oxy.tech/docs/changelog/2025-05-07.md): This release adds native support for data applications. It includes an open, declarative framework for building data applications, and an IDE for O... - [Visualizations and Agent Workflows](https://oxy.tech/docs/changelog/2025-04-24.md): This release includes native visualization for the Oxygen GUI experience. Further, agents can now natively execute workflows. Google BigQuery support ... - [Added support for Model Context Protocol (MCP) Server](https://oxy.tech/docs/changelog/2025-04-10.md): This release includes a built-in MCP-compliant server, enabling seamless context management and integration with clients that support the MCP speci... - [Oxygen Serve](https://oxy.tech/docs/changelog/2025-04-03.md): We’ve launched oxy serve to make it easier for you to interact with your agents. Now you can: