Thread 22: AI code review at PR stage is a workflow antipattern. Here’s the better model.

Platform

Reddit

Link

https://www.reddit.com/r/EngineeringManagers/comments/1sbugzb/ai_code_review_at_pr_stage_is_a_workflow/

Full Post Text (Key Excerpt)

“AI code review at PR stage is a workflow antipattern. Here’s the better model.”

Why This Matches Ryva ICP

EM-level process critique tied to review-stage timing and workflow quality, directly relevant to delivery teams.

Underlying Problem

Reviewing only at PR time catches issues late, forcing rework because architectural context was missed earlier.

Suggested Public Reply (Copy)

Strong take. PR-stage review is often too late for architecture and ownership risks. Teams get better outcomes when review starts at plan and design checkpoints, then verifies at PR. That cuts rework and keeps reviewer context warm.

Suggested DM Idea (Copy)

Are you running an explicit pre-PR review checkpoint, or only PR-level gates today?