We've all been there.
You ask Claude Code or Cursor to "add a user profile feature." The AI writes code instantly. It looks clean. It runs without errors.
But then you look closer... ๐ฑ
It created a new database connection instead of using your existing singleton.
It used axios when your whole project uses fetch.
It placed business logic inside a UI component.
The code works, but the architecture is broken.
The problem isn't that AI is stupid. The problem is that AI is context-blind. It sees the file you opened, but it doesn't see the decisions you made 6 months ago.
Here are 3 strategies to force AI to respect your architecture (and a tool I built to automate this).
Strategy 1: feed the "Map," Not Just the Code
AI hallucinates paths because it doesn't know your folder structure. Before asking for code, you need to provide a high-level map.
โ Don't just say: "Create a service for payments." โ Do this: Run the tree command and paste it into your prompt.
Plaintext
/src
/core (Base classes)
/features (Domain logic)
/shared (Utils)
Why it works: When AI sees the tree, it understands that "Oh, business logic belongs in /features, not /shared."
Strategy 2: Define "Hard Constraints" (The NO List)
AI wants to please you, so it often takes shortcuts. You need to explicitly define what is forbidden. Create a "Rules" list.
NO direct database calls in controllers.
NO new npm packages without permission.
ALWAYS use the custom AppError class for exceptions.
If you don't enforce these, AI will default to generic internet tutorials (which are often outdated).
Strategy 3: The "Decision Log"
Code tells you what is happening, but not why. Why did we choose generic interfaces over direct typing? Why is this module isolated?
If you don't document the "Why", AI will refactor your "weird code" into "standard code," breaking your specific architectural goals. Keep a DECISIONS.md file that explains your architectural history.
๐ซ The Problem: "This is too much work"
Doing the above manually for every single AI session is exhausting.
Running tree every time you add a file?
Copy-pasting rules into every new chat?
Manually updating documentation?
This friction is why I built CodeSyncer.
๐ค Meet CodeSyncer: Automate Your Context
I created an open-source tool called CodeSyncer to automate these exact strategies.
It analyzes your project and generates a "Context Layer" that AI tools (Claude Code, Cursor, Copilot) can digest instantly.
Automated Architecture Mapping
Instead of running tree manually, CodeSyncer generates a MASTER_CODESYNCER.md that maps your entire repo (or monorepo). AI reads this to navigate your project without getting lost.The "Safety Brake" System
CodeSyncer watches for dangerous keywords. If AI tries to touch critical code like Payment or Auth, CodeSyncer's rules trigger an auto-pause, forcing the AI to check your specific business constraints first.Real-Time Watch Mode
As you code, CodeSyncer watches your files.
Bash
codesyncer watch
If you change the folder structure, it updates the documentation in real-time. Your AI assistant always has the latest map of your architecture.
๐ Give it a try
If you want to stop fighting with AI over architecture and start shipping features that fit your design patterns, try adding CodeSyncer to your workflow.
Installation:
Bash
npm install -g codesyncer
Setup:
Bash
codesyncer init
Then, just tell your AI: "Read CLAUDE.md".
It's open-source and free. Let me know if it helps your workflow!
GitHub: github.com/bitjaru/codesyncer (Stars are appreciated! โญ)
NPM: npmjs.com/package/codesyncer
Top comments (0)