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Snapr - Your AI colleague in Kubernetes.

Snapr is a cloud-native AI collaborator that integrates seamlessly into your development team. It reviews pull requests, proposes new ones, and assists with day-to-day engineering tasks — all while running privately in your Kubernetes cluster. Think of it as a new teammate, not just another tool.

🚀 Key Features

A quick look at what Snapr brings to your team.

  • 🤖 AI-Powered Pull Request Reviews
    Snapr reviews your PRs automatically, adding relevant, high-quality feedback based on your codebase.

  • 🔄 Pull Requests from Issues Snapr creates pull requests based on existing GitHub issues, following a standard development workflow to address bugs, enhancements, or documentation tasks.

  • 🧠 Context-Aware Assistance
    It understands your code structure, history, and architecture to provide accurate, relevant suggestions.

  • 👥 Feels Like Another Developer
    Snapr interacts through Git just like any other team member — no new interfaces, no extra steps.

  • 🛠️ Cloud-Native by Design
    Runs entirely inside your Kubernetes cluster and integrates naturally with your existing CI/CD tools.

  • 🔐 Private by Default
    Your code never leaves your infrastructure unless you explicitly configure it. Snapr works where your code lives.

📦 How It Works

A high-level view of Snapr’s architecture and flow.

  1. Snapr runs as a Kubernetes-native agent inside your cluster.
  2. It connects to your Git provider (e.g., GitHub, GitLab).
  3. It listens to repo activity (like PRs and pushes).
  4. It reviews pull requests and proposes new ones when needed.
  5. Developers interact with it just like they would with a human teammate.

📘 Code Collaboration Best Practices

Snapr promotes consistency and clarity in every contribution.

Snapr follows established conventions to improve transparency and traceability in your codebase:

  • Automatically prefixes pull request titles with tags like fix:, feat:, or chore: based on issue context.
  • Links PRs to issues for better traceability.
  • Provides clear, structured PR descriptions.
  • Avoids common developer shortcuts (like vague commit messages or empty PR bodies).

By following integration standards out of the box, Snapr helps enforce healthy collaboration habits — without adding friction to the team.

⚙️ Tech Stack

Built for modern teams with modern infrastructure.

  • Kubernetes-native deployment
  • Helm chart installation
  • LLM backend (configurable)
  • GitHub/GitLab integration
  • Event-driven architecture