Palmier

Palmier: Autonomous AI Software Engineering Assistant

Palmier is an autonomous AI software engineering assistant designed to streamline and accelerate development workflows. It achieves this through a system of AI agents triggered by GitHub events and focused on automating key development tasks.

Core Capabilities:

Palmier’s primary function is to reduce development time and effort by automating code review, bug triage, documentation generation, and test creation. It operates through custom AI agents that can be triggered based on specific events. Key features include:

• Automated Code Review: Agents perform automated code review, resulting in a reported -45% reduction in review latency.
• Merge-Ready PR Generation: Agents create pull requests (PRs) ready for merging based on defined tasks.
• Bug Triage & Resolution: Agents automatically identify and address bugs, accelerating the debugging process.
• Documentation & Changelog Generation: Agents automatically generate documentation and changelogs, ensuring accurate and up-to-date documentation.
• Test Creation: Agents automatically create tests, improving code quality and reliability.
• Security Scanning: Performs security scans to identify potential vulnerabilities.
• Code Refactoring: Enables automated code refactoring to improve code quality and maintainability.

Operational Mechanics:

The system utilizes a parallel execution model supporting unlimited runs of AI agents. Each agent operates within a secure, isolated sandbox environment to protect user code. Importantly, Palmier does not store user code on its servers; code is only pulled during execution. Additionally, user code is never used to train AI models or improve Palmier’s services. Agents are triggered from GitHub events, including PR events (opened, updated, merged) and CI/CD events.

Integration & Flexibility:

Palmier integrates seamlessly with key development tools, including GitHub, Slack, Supabase, Linear, Jira, Sentry, and Amazon AWS. The system utilizes Zapier-style triggers, allowing users to create custom automations that fit their specific workflow.

Unique Advantages:

• Sandbox Isolation: Ensures code security and privacy.
• No Code Storage: Safeguards against data breaches and model training.
• Parallel Execution: Enhances efficiency by running multiple tasks concurrently.
• User Controlled Permissions: Provides complete control over agent access and execution.

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