Konrad Sopala
March 18, 2026
|2 min read
March 18, 2026
2 min read
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Cut code review time & bugs by 50%
Most installed AI app on GitHub and GitLab
Free 14-day trial
Teams using coding agents need prompts that are clear, specific and context-aware. That's exactly why we built CodeRabbit Plan, a collaborative planning tool that turns vague ideas into agent-ready prompts, whether you're starting from a concept, a ticket, or just a text prompt.
Bad prompts cost you – in time, compute and dev hours. Two problems collide here. First, poorly written prompts drag out your SDLC with things like:
Second, crafting high-quality prompts is time-consuming. Teams need to align, clarify and preserve a few components like:
CodeRabbit Issue Planner now becomes Plan. We’re decoupling planning and issue tracking so you can start planning from a concept or a prompt – not just from an existing ticket.
CodeRabbit Plan helps teams using coding agents plan collaboratively and align intent before anyone writes a line of code. It turns vague ideas into well-defined phased plans you can share, review and preserve.
Each plan generates editable prompts packed with context from your codebase, tickets, team knowledge base and tools like Notion and Confluence – all powered by CodeRabbit’s context engine.
Hand these high-quality prompts to the coding agent of your choice and your team can shorten dev cycles, cut code churn and technical debt, and ship better code.
Plan creation now happens through a simple text box. Type a prompt, optionally attach an image and get a full plan back. Apart from that, you can still create plans from issue tracking tools like Linear and Jira.
Whether you’re building features, fixing issues or prototyping an MVP, CodeRabbit Plan covers you with a few core capabilities:
Researching and creating phased plans and tasks
Generating prompts with context from codebases, knowledge bases, tickets and more
Chat to revision interface
Agent prompts handoff
CodeRabbit Plan is available today. Just go to the CodeRabbit website and give it a try!
