Review pull requests automatically with AI agents
Agent examples for Tilde, including ChatKit agents, GitHub PR review bots, and Sentry remediation workflows with Next.js, Vercel AI SDK, and Modal.
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Why it matters
Automate code review workflows by triggering AI agents to analyze GitHub pull requests, provide feedback, and integrate with deployment pipelines using production-ready patterns.
Outcomes
What it gets done
Trigger automated reviews when pull requests are opened in GitHub
Analyze code changes using AI with Vercel AI SDK and Tilde MCP
Execute code validation in ephemeral Modal sandboxes
Proxy GitHub webhooks and post review comments back to pull requests
Source
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Overview
Examples
Tilde Agent Examples provides three independent, production-oriented projects demonstrating how to build agents with Tilde. The examples include a minimal ChatKit agent with Next.js and Vercel AI SDK, a GitHub-triggered PR review bot using Tilde MCP and Modal sandboxes, and a Sentry remediation bot that automatically fixes issues and opens pull requests. Use these examples when you need starting points for building Tilde agents with Next.js, Vercel, GitHub, Sentry, or Modal. Each example is a complete standalone project you can copy without adopting a monorepo structure.
What it does
Tilde Agent Examples provides three production-oriented, independent projects that demonstrate how to build agents with Tilde. Each example is a complete, standalone project with its own dependencies, application code, Tilde state, setup guide, and deployment instructions. The examples intentionally keep application code separate so you can copy one folder without adopting a monorepo or workspace layout.
When to use - and when NOT to
Use these examples when you need a starting point for building agents with Tilde and want to see implementations of ChatKit agents, GitHub-triggered automation, or issue remediation workflows. They demonstrate concrete patterns for working with Next.js, Vercel AI SDK, GitHub, Sentry, and Modal.
These examples are not suitable if you need a unified monorepo structure, as each project is intentionally independent.
What each example demonstrates
The hello-world-agent demonstrates a minimal signed ChatKit agent built with Next.js, the Vercel AI SDK, and a Vercel UI channel.
The code-review-bot demonstrates GitHub-triggered pull request reviews using the Vercel AI SDK, Tilde MCP, GitHub reverse proxying, and an ephemeral Modal sandbox for code execution.
The sentry-remediation-bot demonstrates routing Sentry issue signals to per-issue ChatKit sessions that automatically fix the repository in Modal, open a GitHub pull request, and link it back to the original Sentry issue.
Integrations
Next.js: Used in the hello-world-agent example for building the ChatKit agent interface.
Vercel AI SDK: Integrated across multiple examples (hello-world-agent and code-review-bot) for agent functionality.
Vercel UI channel: Provides the user interface channel for the hello-world-agent.
Tilde MCP: Used in the code-review-bot for Model Context Protocol integration.
GitHub: Integrated in code-review-bot for pull request triggers and reverse proxying, and in sentry-remediation-bot for opening pull requests.
Modal: Provides ephemeral sandbox environments in code-review-bot and execution environment in sentry-remediation-bot for repository fixes.
Sentry: Integrated in sentry-remediation-bot for issue signal routing and linking.
ChatKit: Used in hello-world-agent and sentry-remediation-bot for agent sessions.
Who it's for
Developers building AI agents with Tilde who need example implementations for patterns like chat interfaces, automated code review, or issue remediation. Engineering teams working with Tilde alongside tools like GitHub, Sentry, Vercel, or Modal will find examples of how these integrations work. Each example targets a different use case: minimal ChatKit agents, GitHub automation for PR review bots, and issue remediation connecting error monitoring to automated fixes.
Source README
Tilde Agent Examples
Production-oriented examples for building agents with Tilde.
Each top-level folder is an independent project with its own dependencies,
application code, Tilde state, setup guide, and deployment instructions.
| Example | What it demonstrates |
|---|---|
hello-world-agent |
Minimal signed ChatKit agent with Next.js, the Vercel AI SDK, and a Vercel UI channel. |
code-review-bot |
GitHub-triggered pull request reviews with Vercel AI SDK, Tilde MCP, GitHub reverse proxying, and an ephemeral Modal sandbox. |
sentry-remediation-bot |
Sentry issue signals routed to one per-issue ChatKit session that fixes the repository in Modal, opens a GitHub PR, and links it back to Sentry. |
The examples intentionally keep application code separate. You can copy one
folder without adopting a monorepo or workspace layout.
FAQ
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