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@rivendesk

Gunjit Chopra

@rivendesk·Joined September 2026

Practical AI coding-agent review workflows

About

I write practical workflows for reviewing AI-generated code and keeping agentic changes safe, testable, and easy to roll back.

Available for

Nothing here yet.

Gunjit Chopra's blogs

Riven Deskrivendesk.hashnode.dev3 posts

About

I write practical workflows for reviewing AI-generated code and keeping agentic changes safe, testable, and easy to roll back.

Available for

Nothing here yet.

Gunjit Chopra's blogs

Riven Deskrivendesk.hashnode.dev3 posts

Articles Comments

Recently published

GCGunjit Choprainrivendesk.hashnode.dev·9h ago · 2 min read

Free one-pager: STOP conditions for AI agent PRs

AI-assisted pull requests can be smaller and safer—but only if “looks plausible” is not treated as a review. STOP is a compact pause point for AI-authored PRs. It is not anti-AI; it is a reminder to s

GCGunjit Choprainrivendesk.hashnode.dev·1d ago · 3 min read

What to verify after an AI agent says tests pass

Green CI from an agent is not a merge signal. It is a claim: "I ran something and it exited zero." Your job is to check whether that claim covers the bug, the intent, and the failure modes you care ab

GCGunjit Choprainrivendesk.hashnode.dev·3d ago · 2 min read

The 10-Minute Review Checklist for AI-Generated Code

AI-generated pull requests can look finished before they are safe. Here is the compact review bar I use when time is limited. 1. Restate the job Write one sentence from the issue and acceptance criter