Turn Tickets Into Pull Requests Automatically
Assign a ticket from Jira, Linear, or ClickUp to the AI. It reads the requirements, clones your repo, writes the implementation, creates a branch, and opens a pull request — fully automatically.
CodeRaven Ticket-to-PR Execution is an automated code generation system that reads requirements from Jira, Linear, or ClickUp tickets, clones the repository, writes an implementation using full codebase context, creates a new branch, and opens a pull request with a description linking back to the original ticket. Webhook triggers enable fully hands-free execution.
Key Capabilities
How It Works Under the Hood
Writing code from ticket requirements is one of the most time-consuming parts of software development. Developers spend significant time context-switching between their issue tracker and their IDE, reading requirements, understanding the codebase, and translating acceptance criteria into working code.
CodeRaven automates this entire workflow. When a ticket is assigned to the AI — either manually or via a webhook trigger — it reads the full ticket including title, description, acceptance criteria, and comments. It then retrieves relevant context from across your codebase using the same hybrid RAG system that powers code review. With a complete understanding of both the requirements and your existing code, the AI writes an implementation, creates a new branch, and opens a pull request with a description that links back to the original ticket.
The generated PR automatically goes through AI code review, creating a feedback loop that improves quality over time. Webhook triggers can fully automate this pipeline: move a ticket to "Ready for Dev" in Jira, Linear, or ClickUp, and code appears as a pull request within minutes — without a developer touching their keyboard.
Why Teams Choose This
Real outcomes that improve how your team builds software.
Accelerate Sprint Velocity
Execute routine tickets automatically — bug fixes, CRUD endpoints, test coverage — so developers focus on high-value architecture decisions.
24/7 Execution
Queue tickets for overnight execution. Start each morning with pull requests ready for review instead of a full backlog.
Consistent Code Quality
Every generated PR goes through AI code review automatically, ensuring consistent quality and catching issues before human review.
Reduce Context Switching
Eliminate the time developers spend reading tickets, understanding requirements, and switching between tools to write routine implementations.
Get Started in Minutes
No complex setup required — connect your tools and start seeing results.
Create a Ticket
Write your requirements in Jira, Linear, or ClickUp as you normally would. Include acceptance criteria and any relevant context.
Assign to CodeRaven
Assign the ticket to CodeRaven or move it to a trigger status. The AI reads the full ticket, including comments and attachments, and retrieves relevant codebase context.
Code Is Written
The AI writes the implementation using full codebase awareness, creates a new branch, and opens a pull request that links back to the original ticket.
Review and Merge
The PR is automatically reviewed by AI code review. You review, request changes, or merge. The ticket status updates automatically.
Who Benefits
Sprint Velocity
Execute routine tickets (bug fixes, CRUD endpoints, test coverage) automatically so developers can focus on complex architecture decisions.
After-Hours Execution
Queue tickets for execution overnight. Wake up to pull requests ready for review instead of an empty backlog.
Prototyping
Turn product ideas into working prototypes quickly. Write a ticket describing the feature and let the AI generate a first implementation.
See it in action — no credit card required.
Start Free TrialFrequently Asked Questions
You assign a ticket from Jira, Linear, or ClickUp to CodeRaven. The AI reads the ticket requirements, clones the repository, writes the implementation using full codebase context via RAG, creates a new branch, and opens a pull request with a description that links back to the original ticket. Webhook triggers can automate this so tickets are executed as soon as they are moved to a specific status.
Yes. Set up webhook triggers so that when a ticket moves to a specific status (like "Ready for Dev") in Jira, Linear, or ClickUp, CodeRaven automatically begins execution. No manual assignment needed.
The AI reads the full ticket (title, description, acceptance criteria, comments) and retrieves relevant context from your entire codebase using hybrid RAG. It understands your project structure, existing patterns, and coding conventions before writing implementation code.
The AI-generated PR goes through the normal code review process. CodeRaven's AI reviewer also checks the code. You can request changes, add comments, or iterate. The AI learns from feedback to improve future executions on the same repo.
Related Features
AI Code Review That Understands
Every pull request is reviewed by AI that indexes your full repository with hybrid RAG retrieval — not just the diff. Catches cross-file bugs, security issues, and architectural problems that surface-level tools miss.
Learn moreConnect Jira, Linear, and ClickUp
Bidirectional ticket sync, bulk import, webhook-triggered execution, and workflow automation across all three project management tools.
Learn moreAutomate Developer Workflows Without Writing
Automate ticket status updates, assignments, and notifications based on pull request events. Template variables for dynamic comments. No code required.
Learn moreYour entire team. One price. No per-seat math.
AI code review, ticket execution, project management, and documentation for your whole organization starting at $24/mo.