Branches, Pull Requests and Code Review: A Mature Architecture for Wicoders
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If you already know how to commit and fluff, but still work in the same branch main - this article will take you to the next level.
Here we take a look at the mature process architecture that Google, Meta*, Microsoft, Stripe and other large companies use and show how to adapt it to a Vibcoder that works alone or with AI agents.
Why do I need “adult” architecture when I work alone?
Many people think, “I’m a solo, why do I need all these branches and revs?”
The answer is simple:
- You work with *AI agents who generate a lot of code. Without control, you will quickly lose quality.
- After 2-3 months, you will forget why you did this or that feature.
- When the project grows, it will hurt you to rebuild the processes.
- Good process architecture saves time, not wastes it.
Mature architecture is not needed by the company, but by yourself.
1. Branching strategies: which one to choose?
There are several popular strategies. Here are the most important:
GitHub Flow (most recommended for Vibcoders)
Simple and effective:
mainis always a working version- For each task, a separate branch is created
- Upon completion, Pull Request → Review → Merge
- When to use: * Almost always, unless you're on a very large team.
Git Flow (classic)
Uses branches:
mainXXdevelopXXfeature/*XXrelease/*XXhotfix/*XX
When to use: If you have a complex release cycle and multiple environments (staging, production).
Trunk-Based Development (as used by Google and Meta*)
- All work in
main(ortrunk) - Branches live a maximum of 1-2 days
- Frequent little Pull Requests
** When to use: * In very mature teams with excellent tests.
My Vibcoder recommendation: Start with GitHub Flow – it works best with AI agents.
2. Pull Requests: How to Do It Right
A good Pull Request contains:
Understood name
- Bad:
fix bug - Okay,
fix: исправил баг с авторизацией при истечении токена
- Bad:
** Description (Description)**
- What's been done
- Why should I
- How to check
- Screenshots/video (if UI)
Communication with the task (if there are Issues)
PR template (I recommend creating in the repository)
# What's done?
Added authentication system via Telegram
- Added registration tests
Why?
Users will be able to log in via Telegram without a password
## How to check out
1. Launch `npm run dev`
2. Go to /login.
3. Click "Enter via Telegram"
## Screenshots
[Affix]
## Additional
- Closes #42
Code Review: How Big Companies Do It
In large companies, code review is not a formality, but one of the most important processes.
Rules for a good review (from Google and Meta*):
- Review not code, but changes - focus on diff
- Ask questions, don’t criticize immediately
- Praise the good decisions
- Offer alternatives**, not just pointing out problems
- The review should be fast (ideally within 24 hours)
What to check first:
- Logic and architecture
- Security (especially if the agent is writing the code)
- Productivity
- Readability and name
- Tests
- Conformity with project style
Features of the AI code review
When the code is written by the agent, pay attention to:
- Excessive complexity
- Lack of error handling
- Hardly defined values instead of configs
- Lack of comment in difficult places
4. Merge Strategies (Merge Strategies)
GitHub offers three options:
| Стратегия | Что происходит | Когда использовать | Плюсы | Минусы |
|---|---|---|---|---|
| Merge commit | Создаёт merge-коммит | Когда важна история веток | Полная история | Грязная история |
| Squash merge | Все коммиты ветки становятся одним | Почти всегда (рекомендую) | Чистая история main | Теряется детальная история |
| Rebase merge | Переписывает историю | Продвинутые команды | Линейная история | Можно сломать историю |
Recommendation for Vibcoder: Use Squash and merge is the cleanest option.
5. Branch Protection Rules (branch protection)
This is what makes the process truly adult.
Settings → Branches → Add rule:
Make sure to play:
- Require a pull request before merging
- Require approvals (minimum 1)
- Require status checks to pass before merging
- Require branches to be up to date before merging
- Include administrators (so you can’t get around the rules yourself)
6. How to do it in large companies (real examples)
- Google: Trunk-Based Development + very rigorous reviews + mandatory tests
- Meta*: A lot of little PR + strong culture review + internal tools
- **Stripe: Mandatory review + automatic checks + detailed PR templates
- Microsoft: GitHub Flow + strict protection
main+ integration with Azure DevOps
**The bigger the company, the stricter the process and the smaller the Pull Request.
7. Adaptation to Vibcoder + AI-agents
** Perfect process for you:**
- Create a
feature/название-задачиbranch - You're asking an agent to write code in that branch
- You check the results
- Create a Pull Request with a good description
- Start automatic checks (Actions)
- Doing a self-review (or asking for another agent)
- Squash and merge
* Meta Platforms Inc. (Facebook, Instagram) is recognized as an extremist organization and its activities are prohibited in the Russian Federation.