# How Guideless uses Tinybird for real-time product analytics and training insights

DevFeed: [How Guideless uses Tinybird for real-time product analytics and training insights](<https://devfeed.tech/articles/how-guideless-uses-tinybird-to-build-training-people-actually-finish-18508.md>)

Original publisher: [Read original article](<https://www.tinybird.co/blog/guideless>)

Author: Tinybird

Published: 2026-08-20T16:00:00Z

Content type: article

Language: en

Sources: [Tinybird](<https://devfeed.tech/sources/tinybird.md>)

Topics: [product analytics](<https://devfeed.tech/topics/product-analytics.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Back end](<https://devfeed.tech/topics/backend.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [backend](<https://devfeed.tech/tags/backend.md>), [customer-stories](<https://devfeed.tech/tags/customer-stories.md>), [effective](<https://devfeed.tech/tags/effective.md>), [insights](<https://devfeed.tech/tags/insights.md>), [product-analytics](<https://devfeed.tech/tags/product-analytics.md>), [real-time](<https://devfeed.tech/tags/real-time.md>)

## AI overview

The article describes how Guideless used Tinybird to launch real-time product analytics without building a separate analytics backend. It says the approach saved weeks of engineering work and produced engagement insights for improving training effectiveness.

## Source excerpt

Learn how Guideless used Tinybird to launch real-time product analytics without building a separate analytics backend, save weeks of engineering work, and turn engagement data into insights that help users create more effective training.