# How Slate replaced a Redis bottleneck with Tinybird for real-time prices and P&L

DevFeed: [How Slate replaced a Redis bottleneck with Tinybird for real-time prices and P&L](<https://devfeed.tech/articles/slate-scopes-product-ideas-around-users-not-infrastructure-18662.md>)

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

Author: Tinybird

Published: 2026-08-05T13:00:00Z

Content type: article

Language: en

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

Topics: [Redis](<https://devfeed.tech/topics/redis.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [customer-stories](<https://devfeed.tech/tags/customer-stories.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [redis](<https://devfeed.tech/tags/redis.md>)

## AI overview

This case study describes how Slate replaced a Redis bottleneck with Tinybird to provide real-time prices and P&L for thousands of investors.

## Source excerpt

How Slate replaced a Redis bottleneck with Tinybird to unlock real-time prices and P&L for thousands of investors, and stopped saying no to growth.