Tinybird llms.txt

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# Tinybird LLM Agent Sitemap

## About Tinybird

Tinybird is a real-time data platform that helps developers build real-time data products and APIs. It provides a serverless platform for ingesting, transforming, and serving real-time data through APIs.

### Core Value Proposition
Tinybird provides infrastructure and tooling to build, deploy, and iterate real-time APIs over massive data sets. Get fastest-database-in-the-world performance with zero maintenance overhead, query billions of rows in milliseconds with 99.9% uptime.

### Core Features
- Real-time data ingestion and processing
- SQL-based data transformations
- Instant API generation
- Serverless architecture
- Built-in monitoring and observability
- Native integrations with popular data sources

### Key Capabilities
1. Hosted OLAP Database
  - Incremental Materialized Views for 100x query speed
  - Automatic view updates
  - Zero maintenance overhead
  - 99.9% uptime guarantee

2. Real-time APIs
  - Deploy any query as a scalable OpenAPI endpoint
  - Auto-generated Swagger docs
  - Built-in observability
  - Dynamic query parameters
  - Token-based auth and rate-limiting
  - Scale to 1k+ RPS at sub-second latency

3. Events API
  - Stream JSON at 1K+ RPS
  - Direct POST from apps or serverless functions
  - No complex streaming infrastructure needed

4. Developer Experience
  - Complete CLI for local development
  - Data defined as code
  - Git-based version control
  - Painless schema migrations
  - Built-in observability
  - AI-powered development with vibe code

## Tinybird Documentation
The documentation for the product is available at https://www.tinybird.co/docs and you can have more context about it there. Also, check the https://www.tinybird.co/docs/llms.txt and https://www.tinybird.co/docs/llms-full.txt for more context about the product.

## Static Pages

- [Tinybird · Ship faster with Managed ClickHouse®](https://www.tinybird.co/)
  - The data infrastructure and tooling to ship enterprise grade analytical features faster and at a fraction of the cost

- [AI Developer Experience - ClickHouse for Developers & Agents | Tinybird](https://www.tinybird.co/product/ai)
  - Build, test, and ship real-time analytics with local dev, branches, CI/CD, and AI agent skills. All the power of ClickHouse, none of the ops.

- [Pricing · Tinybird](https://www.tinybird.co/pricing)
  - Tinybird's pricing scales elastically based on compute, so you pay based on the value and insights delivered to your users.

- [Data Ingestion - Any Source, Real-Time, Fully Managed | Tinybird](https://www.tinybird.co/product/ingest)
  - Ingest data from any source into Tinybird: Events API, Kafka, S3, GCS, and files. Real-time, reliable, and fully managed. Start ingesting in minutes.

- [Query — SQL APIs, BI Tools & MCP Server | Tinybird](https://www.tinybird.co/product/query)
  - Publish low-latency SQL APIs, connect BI tools like Grafana and Tableau directly, or let AI agents query your data through MCP. One platform, every interface.

- [Kafka Connector - Real-Time SQL on Kafka Data | Tinybird](https://www.tinybird.co/product/kafka)
  - Connect your Kafka topic to Tinybird for real-time SQL queries. Fully managed ingestion pipeline with auto-scaling. No infrastructure to manage.

- [Managed ClickHouse for Developers · Tinybird](https://www.tinybird.co/product/managed-clickhouse)
  - Tinybird is a managed ClickHouse service for AI-native software teams. Get the performance of ClickHouse without the pain of managing it, and focus on shipping your use case, not scaling a new database.

- [Schema Iteration - Zero Downtime Migrations | Tinybird](https://www.tinybird.co/product/schema-iteration)
  - Evolve your data model safely with zero downtime. Automatic backfills, smart migrations, and staging environments — ship schema changes like code with Tinybird.

- [Branches — Develop and Test with Production Data | Tinybird](https://www.tinybird.co/product/branches)
  - Create ephemeral environments to develop, test, and iterate with real production data. Ship with confidence using Tinybird Branches.

- [Workspace - Monitor, Explore & Operate Your Data Infrastructure | Tinybird](https://www.tinybird.co/product/workspace)
  - Deploy with the CLI, monitor from your workspace. Real-time resource summaries, deployment tracking, query playgrounds, observability, and logs. All in one place.

- [Blog · Tinybird](https://www.tinybird.co/blog)
  - Musings on transformations, tables and everything in between.

- [Customer Stories · Tinybird](https://www.tinybird.co/customer-stories)
  - We help software teams ship features with massive data sets.

- [Templates · Tinybird](https://www.tinybird.co/templates)
  - Explore our collection of templates

- [Glossary · Tinybird](https://www.tinybird.co/glossary)
  - Definitions of the real-time analytics, OLAP, and Tinybird-specific terms you'll see across the docs and product.

- [About us · Tinybird](https://www.tinybird.co/about)
  - We build tools developers love, and data teams trust. Tinybird isn’t just a fast database. Tinybird makes YOU faster.

- [Contact Sales · Tinybird](https://www.tinybird.co/contact-us)
  - Get in touch with our sales team.

- [ClickHouse® for Developers • Tinybird](https://www.tinybird.co/clickhouse-for-developers)
  - A video series for developers that simplifies ClickHouse and teaches how to build fast, efficient analytics products.

- [Tinybird Builds • Live coding with Tinybird and friends](https://www.tinybird.co/builds)
  - Subscribe to Tinybird Builds, featuring live builds of real-time analytics projects from end to end. Learn how to master ClickHouse live.

- [Observability · Tinybird](https://www.tinybird.co/observability)
  - The Simple, High‑Performance Observability Stack

- [Data Crash Course · Tinybird](https://www.tinybird.co/data-crash-course)
  - 


## Customer Stories

- [How Guideless uses Tinybird to build training people actually finish](https://www.tinybird.co/customer-stories/guideless)
  - Real-time engagement analytics without a separate analytics backend
  - Customer: Guideless
- [Slate scopes product ideas around users, not infrastructure](https://www.tinybird.co/customer-stories/slate)
  - Scoping product ideas around users, not infrastructure.
  - Customer: Slate
- [How Zernio scaled to 6M daily posts on a 7-person team with Tinybird](https://www.tinybird.co/customer-stories/zernio)
  - Scaling social media analytics on a 7-person team.
  - Customer: Zernio
- [Maple: an open-source observability platform built with Tinybird's TypeScript SDK](https://www.tinybird.co/customer-stories/maple)
  - Zero infrastructure, AI-accelerated development, and two projects shipped simultaneously.
  - Customer: Maple
- [How Order Editing Replaced a Failing DynamoDB Pipeline with Tinybird](https://www.tinybird.co/customer-stories/orderediting)
  - From reconciliation failures to reliable analytics for 2,000+ Shopify merchants.
  - Customer: Order Editing
- [The Linux Foundation tracks 700M+ open source events in real-time with Tinybird](https://www.tinybird.co/customer-stories/linux-foundation)
  - Real-time open source project analytics with Tinybird.
  - Customer: The Linux Foundation
- [How Fever Made Real-Time Partner Reporting Reliable Under Load with Tinybird](https://www.tinybird.co/customer-stories/fever)
  - Real-Time partner reporting reliable under load with Tinybird.
  - Customer: Fever
- [Scrunch ships AI search analytics from decision to production in 48 hours with Tinybird](https://www.tinybird.co/customer-stories/scrunch)
  - Shipping real-time AI search features faster with Tinybird
  - Customer: Scrunch
- [Humblytics cuts infrastructure costs 10x by migrating from Timescale to Tinybird](https://www.tinybird.co/customer-stories/humblytics)
  - Cutting costs 10x and eliminating database sprints with Tinybird.
  - Customer: Humblytics
- [How Sync bills for real-time AI model usage with Tinybird](https://www.tinybird.co/customer-stories/sync)
  - Building real-time, usage-based billing for AI-powered lip syncing.
  - Customer: Sync
- [Marc Lou gets ClickHouse® performance without ClickHouse complexity using Tinybird](https://www.tinybird.co/customer-stories/marc-lou)
  - Getting ClickHouse performance without ClickHouse complexity.
  - Customer: Marc Lou
- [Framer upgrades user-facing analytics to real-time with Tinybird](https://www.tinybird.co/customer-stories/framer)
  - Upgraded user‑facing analytics to real‑time with Tinybird.
  - Customer: Framer
- [Phantom gives crypto traders faster buy/sell decisions with Tinybird](https://www.tinybird.co/customer-stories/phantom)
  - Giving crypto traders faster buy/sell decisions with Tinybird.
  - Customer: Phantom
- [How Raindrop became the Sentry of AI: Scaling to petabytes with Tinybird](https://www.tinybird.co/customer-stories/raindrop)
  - Becoming the Sentry of AI: Scaling to petabytes with Tinybird
  - Customer: Raindrop
- [Clearwater Dynamics uses Tinybird to power its maritime insurtech solution](https://www.tinybird.co/customer-stories/clearwater-dynamics)
  - Powering analytics for millions of vessel position reports daily.
  - Customer: Clearwater Dynamics
- [Resend delivers email metrics to builders with Tinybird](https://www.tinybird.co/customer-stories/resend)
  - Delivering email metrics to builders with Tinybird
  - Customer: Resend
- [Zembula fast-tracks its roadmap with Tinybird](https://www.tinybird.co/customer-stories/zembula)
  - Real-time email attribution with Tinybird.
  - Customer: Zembula
- [Plain builds real‑time customer support insights with Tinybird](https://www.tinybird.co/customer-stories/plain)
  - Building real‑time customer support insights with Tinybird.
  - Customer: Plain
- [Blacksmith builds faster CI analytics with Tinybird](https://www.tinybird.co/customer-stories/blacksmith)
  - Building faster CI analytics with Tinybird.
  - Customer: Blacksmith
- [Audiense evolves its social media timeline with Tinybird](https://www.tinybird.co/customer-stories/audiense)
  - Unleashing the value of X data with Tinybird.
  - Customer: Audiense
- [Dub shortens time to market for user-facing analytics with Tinybird](https://www.tinybird.co/customer-stories/dub)
  - Faster to market for user‑facing analytics with Tinybird.
  - Customer: Dub
- [Genially uses Tinybird to display realtime content interaction metrics for their customers](https://www.tinybird.co/customer-stories/genially-uses-tinybird-to-display-realtime-metrics)
  - Real-time content interaction metrics with Tinybird.
  - Customer: Genially
- [LocalStack scales product analytics with Tinybird](https://www.tinybird.co/customer-stories/localstack-relies-on-tinybird-to-understand-and-improve-their-product)
  - Analyzing 100,000+ instances in realtime with Tinybird.
  - Customer: LocalStack
- [Situm relies on Tinybird to accelerate the speed of data processing and querying at scale](https://www.tinybird.co/customer-stories/situm-accelerates-data-processing-and-querying-with-tinybird)
  - Faster IoT data processing at scale with Tinybird.
  - Customer: Situm
- [Smartme Analytics builds complete consumer insights with Tinybird](https://www.tinybird.co/customer-stories/smartme-analytics)
  - Building complete consumer insights with Tinybird.
  - Customer: Smartme Analytics
- [The Hotels Network relies on Tinybird to help customers turn lookers into bookers](https://www.tinybird.co/customer-stories/the-hotels-network-realtime-analytics-with-tinybird)
  - Turning lookers into bookers with Tinybird.
  - Customer: The Hotels Network
- [Canva designs brilliant user experiences with Tinybird](https://www.tinybird.co/customer-stories/canva)
  - Designing brilliant user experiences with Tinybird.
  - Customer: Canva
- [Factorial builds real‑time data products with Tinybird](https://www.tinybird.co/customer-stories/factorial-builds-real-time-data-products-with-tinybird)
  - Building real‑time data products with Tinybird.
  - Customer: Factorial
- [FanDuel scores big with real‑time insights via Tinybird](https://www.tinybird.co/customer-stories/fanduel)
  - Scoring big with real‑time insights via Tinybird.
  - Customer: FanDuel
- [Vercel uses Tinybird to help developers ship code faster](https://www.tinybird.co/customer-stories/vercel-relies-on-tinybird-to-power-their-realtime-user-facing-analytics)
  - Using Tinybird to help developers ship code faster
  - Customer: Vercel

## Templates

- [OpenTelemetry](https://www.tinybird.co/templates/opentelemetry)
  - Instrument your application with Tinybird and OpenTelemetry
  - Categories: monitoring, opentelemetry, foundation

- [Web Analytics](https://www.tinybird.co/templates/web-analytics-starter-kit)
  - Build your own real-time web analytics app using Tinybird
  - Categories: dashboard, nextjs, starter, foundation, analytics

- [Analytics Agents](https://www.tinybird.co/templates/analytics-agents)
  - Build your own analytics agent using Tinybird
  - Categories: ai, starter, agno, slack, python

- [Logs Explorer](https://www.tinybird.co/templates/logs-explorer-template)
  - Build your own real-time logs explorer using Tinybird
  - Categories: dashboard, nextjs, starter, foundation, analytics

- [LLM Tracker](https://www.tinybird.co/templates/ai-analytics-template)
  - Build your own real-time LLM usage tracker
  - Categories: dashboard, nextjs, starter, foundation, analytics, ai, clerk

- [Organization Metrics](https://www.tinybird.co/templates/tinybird-org-metrics)
  - Monitor your Tinybird organization metrics
  - Categories: monitoring, datadog, grafana, organizations, foundation

- [Ghost CMS](https://www.tinybird.co/templates/ghost-tinybird)
  - Analyze your Ghost CMS metrics with Tinybird
  - Categories: ghost, foundation, analytics

- [URL Shortener](https://www.tinybird.co/templates/dub)
  - Build an URL shortener with Dub and Tinybird
  - Categories: analytics, starter, nextjs

- [Inbox Zero](https://www.tinybird.co/templates/inbox-zero)
  - Build an AI email assistant to reach inbox zero
  - Categories: analytics, starter, nextjs, ai

- [Clerk JWT](https://www.tinybird.co/templates/clerk-jwt)
  - Build multi-tenant apps with Clerk and Tinybird
  - Categories: jwt, demo, clerk

- [Auth0 JWT](https://www.tinybird.co/templates/auth0-jwt)
  - Build multi-tenant apps with Auth0 and Tinybird
  - Categories: jwt, demo, auth0

- [MCP Analytics](https://www.tinybird.co/templates/mcp-server-analytics)
  - Monitor your MCP server logs with Tinybird
  - Categories: monitoring, grafana, starter, ai

- [Vercel Log Drains](https://www.tinybird.co/templates/vercel-log-drains)
  - Explore your Vercel logs with Tinybird
  - Categories: dashboard, nextjs, starter, analytics

## Blog Posts

- [Druid vs ClickHouse®: Segments or Parts](https://www.tinybird.co/blog/md/druid-vs-clickhouse)
  - What you rebuild when product adds a dimension: ingest-time cube versus query-time sort key.
  - Published: 2026-09-30 00:00:00
  - Updated: 2026-09-30 00:00:00
- [Druid vs Databricks: Cube or Lakehouse](https://www.tinybird.co/blog/md/druid-vs-databricks)
  - When a SQL warehouse is ineligible, and when a closed cube is cheaper than leaving Photon up.
  - Published: 2026-09-30 00:00:00
  - Updated: 2026-09-30 00:00:00
- [Firebolt vs Athena: Index or Scan](https://www.tinybird.co/blog/md/firebolt-vs-athena)
  - Why $5/TB looks cheap until the dashboard refresh rate multiplies the scan.
  - Published: 2026-09-30 00:00:00
  - Updated: 2026-09-30 00:00:00
- [Firebolt vs Druid: Engines or Segments](https://www.tinybird.co/blog/md/firebolt-vs-druid)
  - Idle FBU hours versus always-on Historicals, and why CREATE STREAM is not a supervisor.
  - Published: 2026-09-30 00:00:00
  - Updated: 2026-09-30 00:00:00
- [On-demand compute for scheduled Copy Pipes](https://www.tinybird.co/blog/md/on-demand-compute-for-copy-jobs)
  - Run scheduled Copy Pipes on temporary dedicated compute by adding ON_DEMAND_COMPUTE true to the datafile.
  - Published: 2026-09-25 13:00:00
  - Updated: 2026-09-25 13:00:00
- [8 Best Cloud Data Warehouses in 2026](https://www.tinybird.co/blog/md/best-cloud-data-warehouse)
  - How 8 cloud warehouses bill and serve the same 5 production queries, from credits and scan pricing to RPUs, engine-hours, and vCPU.
  - Published: 2026-09-23 00:00:00
  - Updated: 2026-09-23 00:00:00
- [8 Data Warehousing Vendors in 2026](https://www.tinybird.co/blog/md/data-warehousing-vendors)
  - How warehousing vendors sell contracts, lock in identity planes, and price a switch, ranked by who you sign with rather than by SQL.
  - Published: 2026-09-23 00:00:00
  - Updated: 2026-09-23 00:00:00
- [Druid vs Athena: Segments or Files](https://www.tinybird.co/blog/md/druid-vs-athena)
  - How an indexed stream and a priced S3 scan execute the same GROUP BY: supervisor specs, Iceberg layout, and 3 cost scenarios.
  - Published: 2026-09-23 00:00:00
  - Updated: 2026-09-23 00:00:00
- [Time Series Database Example in SQL](https://www.tinybird.co/blog/md/time-series-database-example)
  - A per-tenant API latency workload in SQL: event-time rollups, late data, cardinality math, and where series-based engines break the same schema.
  - Published: 2026-09-23 00:00:00
  - Updated: 2026-09-23 00:00:00
- [How to compare top databases in 2026](https://www.tinybird.co/blog/md/compare-top-databases)
  - How to compare top databases by workload, not hype. OLTP SQL, operational NoSQL, warehouses, and columnar OLAP ranked by query shape.
  - Published: 2026-09-14 00:00:00
  - Updated: 2026-09-14 00:00:00
- [High-performance NoSQL when keys beat joins](https://www.tinybird.co/blog/md/high-performance-nosql)
  - High-performance NoSQL for keyed reads and write-heavy counters: wide-column design, compaction, consistency levels, and when to add columnar SQL.
  - Published: 2026-09-14 00:00:00
  - Updated: 2026-09-14 00:00:00
- [Low latency database from keys to rollups](https://www.tinybird.co/blog/md/low-latency-database)
  - Low latency d