CodeRabbit ships 20x more with same team by turning company knowledge into agent-readable workflows
IndraVahan · x · 2026-11-12
CodeRabbit co-founder Harjot Gill says the company increased engineering output roughly 20x in six months with the same team, while marketing, sales, and ops kept pace.
The key move: migrating company knowledge and workflows out of documents and into code that agents can act on:
- Agents launch and update campaigns, with changes reviewed before going live
- Codex builds slide decks and customer documents in a content studio
- A CodeRabbit Slack bot investigates incidents and support tickets, proposing fixes as PRs
Plans, processes, and content become reviewable, trackable agent actions — code speed alone isn't enough, the whole business must keep up.
Related event: CodeRabbit Scales Engineering Output 20x With Codex(2 posts)→
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