# Introducing Shaped for Agents — retrieval that gets it right the first time

## Adapt to trends instantly

Always show the hottest content

Shaped surfaces emerging trends and breaking news in real time, ensuring that you’re always showing the most relevant, time-sensitive content at the top of your user’s feeds.

[Read Docs](https://docs.shaped.ai/docs/overview/architecture#real-time-ai)

## Burst filter bubbles

Surface diverse and unique content

Don't let your feed get boring. Shaped uncovers high-quality, undiscovered content from fresh creators, ensuring your feed stays diverse, engaging, and unique—driving better user retention

[Read Docs](https://docs.shaped.ai/docs/model_creation_guides/rank-time-configuration#exploration-factor)

## Handle hundred-of-millions of posts

Scale automatically with confidence

Exponential growth should never feel like a problem. With cloud-based autoscaling, Shaped handles hundreds of millions of users and items and billions of interactions — adapting to all of your peaks in traffic.

[Read Docs](https://docs.shaped.ai/docs/overview/architecture/#robust-reliable-and-scalable-infrastructure)

## Solve the cold-start problem

Give creators and content a head start

Make the first minutes magic. Shaped employs state-of-the-art similarity algorithms, real time re-ranking, and exploration techniques to ensure your users see the right content from the start.

[Read Docs](https://docs.shaped.ai/docs/overview/architecture#cold-start-problem-no-problem)

## Get Started with Code Examples

### For You Pages

[See Code](https://docs.shaped.ai/docs/use_cases/feeds)

### Trending Feeds

[See Code](https://docs.shaped.ai/docs/use_cases/baselines)

### Ads Ranking

[See Code](https://docs.shaped.ai/docs/use_cases/boosting)

### Boost Creators or Content

[See Code](https://docs.shaped.ai/docs/use_cases/boosting)

### Creators You May Like

[See Code](https://docs.shaped.ai/docs/use_cases/people_to_follow)

### Similar Posts

[See Code](https://docs.shaped.ai/docs/use_cases/related_content)

# Get up and running with one engineer in one sprint

Guaranteed lift within your first 30 days or your money back

100M+

Users and items

1000+

Queries per second

1B+

Requests