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jayhack merged 1 commit into from
Mar 4, 2025
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docs: fixes broken links #731

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8 changes: 4 additions & 4 deletions docs/blog/devin.mdx
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Expand Up @@ -5,14 +5,14 @@ icon: "robot"
iconType: "solid"
---

Coding assistants like Cursor have introduced a new era of programming. But there's a class of programming tasks they can't handle: large-scale, systematic modifications across large codebases. You wouldn't ask an AI to delete all dead code or reorganize your entire component hierarchy - the tooling just isn't there.
Coding assistants like Cursor have brought us into a new era of programming. But there's a class of programming tasks that remain outside their reach: large-scale, systematic modifications across large codebases. You wouldn't ask an AI to delete all your dead code or reorganize your entire component hierarchy - the tooling just isn't there.

That's where codemods come in. A codemod is a program that operates on your codebase, and when you give an AI agent the ability to write and execute them, these tasks fall below the high-water mark of AI capabilities.
That's where codemods come in. A codemod is a program that operates on a codebase, and when you give an AI agent the ability to write and execute them, these platform-level tasks fall below the high-water mark of AI capabilities.

Here's a real example: we asked [Devin](https://docs.devin.ai/get-started/devin-intro) (an autonomous SWE agent) to "delete all dead code" from our codebase. Instead of trying to make hundreds of individual edits, Devin [wrote and debugged a program](https://github.com/codegen-sh/codegen/pull/660/files#diff-199b0c459adf1639f664fed248fa48bb640412aeacbe61cd89475d6598284b5f) that systematically removed unused code while handling edge cases like tests, decorators and indirect references.

- [View the PR](https://github.com/codegen-sh/codegen/pull/660)
- [View on Devin](app.devin.ai/sessions/a49eac87da644fa9ac1144fe130b847e)
- [View on Devin](https://app.devin.ai/sessions/a49eac87da644fa9ac1144fe130b847e)

<Frame caption="Devin edits a codemod in response to linter errors">
<img src="/images/devin-edits-codemod.png" />
Expand Down Expand Up @@ -89,4 +89,4 @@ Or try it with other platform-level modifications supported by Codegen:
</Card>
</CardGroup>

We'd love to hear how it works for you! Let us know in our [community](https://community.codegen.com) and share other tasks that it is helpful in performing.
We'd love to hear how it works for you! Let us know in our [community](https://community.codegen.com) and share your experience developing codemods with Devin or other code assistants.
2 changes: 1 addition & 1 deletion docs/tutorials/at-a-glance.mdx
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Expand Up @@ -53,7 +53,7 @@ Explore our tutorials to learn how to use Codegen for various code transformatio
<Card
title="SQLAlchemy 1.4 to 2.0"
icon="layer-group"
href="/tutorials/sqlalchemy-1.4-to-2.0"
href="/tutorials/sqlalchemy-1.6-to-2.0"
>
Update SQLAlchemy code to use the new 2.0-style query interface and patterns.
</Card>
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35 changes: 1 addition & 34 deletions docs/tutorials/github-review-bot.mdx
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Expand Up @@ -186,37 +186,4 @@ While this example demonstrates a basic PR review bot, you can extend it to:
- Add automatic fix suggestions
- ... etc.

<Tip>Check out our [Code Agent tutorial](/tutorials/build-code-agent) to learn more about building sophisticated AI agents with Codegen</Tip>

## Learn More

<CardGroup cols={2}>
<Card
title="Code Agent Guide"
icon="robot"
href="/building-with-codegen/code-agent"
>
Learn how to build intelligent code agents with Codegen.
</Card>
<Card
title="GitHub Integration"
icon="github"
href="/building-with-codegen/github-integration"
>
Explore Codegen's GitHub integration features.
</Card>
<Card
title="Modal Deployment"
icon="cloud"
href="https://modal.com/docs/guide"
>
Learn about deploying apps with Modal.
</Card>
<Card
title="Code Review Best Practices"
icon="code-pull-request"
href="https://google.github.io/eng-practices/review/"
>
Understand code review patterns and best practices.
</Card>
</CardGroup>
<Tip>Check out our [Code Agent tutorial](/tutorials/build-code-agent) to learn more about building sophisticated AI agents with Codegen</Tip>
2 changes: 1 addition & 1 deletion docs/tutorials/promise-to-async-await.mdx
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Expand Up @@ -96,7 +96,7 @@ new_code = promise_statement.edit(
- Ambiguous/conditional return blocks

<Info>
A list of all the covered cases can be found in the [example notebook](codegen-examples/examples/promises_to_async_await/promise_to_async_await.ipynb).
A list of all the covered cases can be found in the [example notebook](https://github.com/codegen-sh/codegen-sdk/tree/codegen-examples/examples/promises_to_async_await/promise_to_async_await.ipynb).
</Info>


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