> ## Documentation Index
> Fetch the complete documentation index at: https://plantis.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Module 4: Scaling to Teams

> Leading organizational change and multiplying team impact

Once individual engineers master the workflow, the next challenge is **scaling this approach across teams** and leading the organizational transition.

## The Challenge

Individual productivity increases 3x–10x, but this creates new challenges:

* **PR flood**: More output requires new review strategies
* **Knowledge sharing**: Individual success must scale to team adoption
* **Cultural shift**: Moving from tribal knowledge to codified practices

## Essential Topics for Delivery

| Topic                             | Key Takeaway                                                                                            |
| --------------------------------- | ------------------------------------------------------------------------------------------------------- |
| **From Manual to Agentic Review** | Use AI to handle the "tedious nits" so humans can focus on architecture and taste                       |
| **The REVIEW\_RULES.md**          | Tribal knowledge must be codified to be enforceable at scale                                            |
| **The "One-Way Door"**            | Once an engineer masters this workflow, the old way of working feels cumbersome and they rarely go back |
| **Psychological Safety**          | Frame the transition as individual impact multiplication and career growth, not replacement             |

## The Three Pillars

### [Taming the PR Flood](/framework/scaling/pr-review-bottleneck)

Shifting AI from "coder" to "reviewer" to handle the review bottleneck

### [Cultivating an AI-Friendly Codebase](/framework/scaling/ai-friendly-codebase)

Building artifacts and documentation that enable instant AI context

### [Leadership: Focus on Growth](/framework/scaling/leadership-adoption)

Leading human-first adoption with champions, not mandates

***

**Key Insight**: The transition from individual mastery to team adoption is primarily a **human challenge**, not a technical one.