Vibe coding helps you ship fast But without structure, it breaks...
Prajwal Tomar@PrajwalTomar_
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Apr 24, 2025
~2 min read
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Vibe coding helps you ship fast
But without structure, it breaks everything later.
I use Agentic Chat by @coderabbitai to clean things up before they go live
Bookmark this if you want to ship fast without shipping bugs ↓
But without structure, it breaks everything later.
I use Agentic Chat by @coderabbitai to clean things up before they go live
Bookmark this if you want to ship fast without shipping bugs ↓
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1/ Say goodbye to context switching
Just comment @coderabbitai plan on any pull request.
Agentic Chat will:
- Review the changes
- Draft a multi-step plan
- Let you edit before it runs anything
It’s like having a reviewer who also writes the patch.
Just comment @coderabbitai plan on any pull request.
Agentic Chat will:
- Review the changes
- Draft a multi-step plan
- Let you edit before it runs anything
It’s like having a reviewer who also writes the patch.
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2/ Clean planning inside the PR thread
Each plan is broken down into numbered steps. You can tweak anything before code is generated.
No black box. No surprise commits. You’re in full control, but with way less manual work.
Each plan is broken down into numbered steps. You can tweak anything before code is generated.
No black box. No surprise commits. You’re in full control, but with way less manual work.
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3/ Scripts that run, test, and self-check
Need to refactor a script or update something across files?
Agentic Chat runs shell scripts inside secure containers.
You see every iteration, log, and result, right inside GitHub.
No local setup. No back-and-forth between terminal and PR.
Need to refactor a script or update something across files?
Agentic Chat runs shell scripts inside secure containers.
You see every iteration, log, and result, right inside GitHub.
No local setup. No back-and-forth between terminal and PR.
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4/ Full PR drafts, built for your flow
Once you approve a plan:
- CodeRabbit opens a draft PR
- Assigns labels
- Adds release notes
- Can even link related issues
You go from “plan this” to “PR ready to merge” in 5 minutes.
Once you approve a plan:
- CodeRabbit opens a draft PR
- Assigns labels
- Adds release notes
- Can even link related issues
You go from “plan this” to “PR ready to merge” in 5 minutes.
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5/ It’s enterprise-grade from the start
- SOC2 compliant
- No persistent code storage
- Self-hosted option available
Used by 4,000+ companies, from finance to government, for a reason.
- SOC2 compliant
- No persistent code storage
- Self-hosted option available
Used by 4,000+ companies, from finance to government, for a reason.
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6/ And it syncs with your tools
Need to create a Linear or Jira ticket mid-review?
Done.
Agentic Chat updates issues, connects them to PRs, and keeps your dev <> PM loop tight.
Perfect for teams shipping fast with traceability built-in.
Need to create a Linear or Jira ticket mid-review?
Done.
Agentic Chat updates issues, connects them to PRs, and keeps your dev <> PM loop tight.
Perfect for teams shipping fast with traceability built-in.
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7/ Bonus: Real-time help baked in
Agentic Chat can:
- Search package docs
- Look up function call chains
- Suggest best practices
- Auto-suggest improvements based on context
It’s like having an AI pair reviewer who actually understands your stack.
Agentic Chat can:
- Search package docs
- Look up function call chains
- Suggest best practices
- Auto-suggest improvements based on context
It’s like having an AI pair reviewer who actually understands your stack.
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8/ Why this matters
CodeRabbit isn’t just an AI reviewer. It’s a full planning + execution layer for your PRs.
That means fewer messy comments. Fewer manual rewrites. Fewer missed edge cases.
And a lot more shipping.
CodeRabbit isn’t just an AI reviewer. It’s a full planning + execution layer for your PRs.
That means fewer messy comments. Fewer manual rewrites. Fewer missed edge cases.
And a lot more shipping.
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9/ Want to try it?
→ Go to any PR.
→ Type @coderabbitai plan
→ Watch it think, plan, and ship.
Start with an open-source repo. It’s free for those.
→ Go to any PR.
→ Type @coderabbitai plan
→ Watch it think, plan, and ship.
Start with an open-source repo. It’s free for those.
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10/ Final thoughts
If you’re serious about clean PRs and less dev fatigue, this is it.
Agentic Chat won’t just help you ship. It helps you think.
And that’s what makes your code better.
If you’re serious about clean PRs and less dev fatigue, this is it.
Agentic Chat won’t just help you ship. It helps you think.
And that’s what makes your code better.
