# Where Agents Meet Infrastructure: Encore, Leap, and Neon

DevFeed: [Where Agents Meet Infrastructure: Encore, Leap, and Neon](<https://devfeed.tech/articles/where-agents-meet-infrastructure-encore-leap-and-neon-5855.md>)

Original publisher: [Read original article](<https://neon.com/blog/where-agents-meet-infrastructure-encore-leap-and-neon>)

Author: Carlota Soto

Published: 2026-02-25T19:45:21Z

Content type: article

Language: en

Sources: [Blog -- Neon Docs](<https://devfeed.tech/sources/blog-neon-docs.md>)

Topics: [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Go](<https://devfeed.tech/topics/go.md>), [TypeScript](<https://devfeed.tech/topics/typescript.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Database](<https://devfeed.tech/topics/database.md>), [App](<https://devfeed.tech/topics/app.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [aws](<https://devfeed.tech/tags/aws.md>), [case-studies](<https://devfeed.tech/tags/case-studies.md>), [cloud-infrastructure](<https://devfeed.tech/tags/cloud-infrastructure.md>), [code](<https://devfeed.tech/tags/code.md>), [database](<https://devfeed.tech/tags/database.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [github](<https://devfeed.tech/tags/github.md>), [go](<https://devfeed.tech/tags/go.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [product](<https://devfeed.tech/tags/product.md>), [typescript](<https://devfeed.tech/tags/typescript.md>)

## AI overview

Encore's Leap is an AI-focused, full-stack development environment built on Encore's infrastructure model. It generates production-oriented applications, including backend services, APIs, database schemas, infrastructure definitions, and background jobs, then deploys them through Encore Cloud to users' AWS or GCP accounts. Leap also provides preview environments, in-browser editing, and GitHub integration.

## Source excerpt

From the start, the team at Encore has been focused on solving a simple problem: shipping production infrastructure shouldn't require a dedicated platform engineering team. They set out to make deploying real applications feel simple without abstracting away control; in Encore, d...