Context Engineering Just Made Our Typescript Vibe Coding Workflow Actually Predictable

Your TypeScript vibe coding workflow just got context engineering superpowers. Ready to stop explaining your codebase every chat session?
Blog - Context Engineering Just Made Our Typescript Vibe Coding Workflow Actually Predictable

Remember when we told you Claude Task Master completely flipped our development workflow? Three weeks after that post, we thought we'd peaked. Then we discovered context engineering, and our already-smooth process became something else entirely.

The difference? Our AI powered IDE stopped acting like it had amnesia.

The Amnesia Problem Nobody Talks About

You know that moment when you're deep in a Cursor session, Claude has been cranking out solid TypeScript for an hour, then you start a new chat and suddenly it's suggesting `any` types and importing packages that don't exist?

That's the context collapse problem. Every new session, your AI forgets everything about your project. Your coding conventions, your architecture decisions, your testing patterns disappear.

We were spending more time re-explaining our codebase than actually building features.

Why Cursor + TypeScript Makes Context Engineering Click

TypeScript developers already think systematically. Strict types, clear interfaces, predictable patterns. Cursor amplifies this with its AI-first approach to development. Context engineering just extends that thinking to how you work with Claude.

Instead of hoping your assistant remembers your preferences, you give it systematic knowledge about your project. Think of it as creating a comprehensive onboarding document for a new team member. Except this team member has perfect memory and lives directly in your editor.

The Template That Actually Works

We built something that eliminates the guesswork: the TypeScript Context Engineering Template.

This isn't another boilerplate. It's a systematic approach to giving Claude the project knowledge it needs to generate code that actually ships. Built specifically for the Cursor workflow.

The three-layer approach:

  • Project rules

    (CLAUDE.md) - Your non-negotiables

  • Code examples

    (examples/) - Real patterns from your codebase

  • Product Requirements Prompts

    (PRPs/) - Complete feature blueprints

Real Example: Building JWT Authentication That Actually Works

Let's walk through building a JWT authentication system using Cursor and our context engineering template. This is something every TypeScript developer has built, debugged, and rebuilt multiple times. Perfect testing ground.

Layer 1: Setting Your Rules

First, we establish the ground rules in CLAUDE.md. Cursor reads this file and Claude understands your project boundaries:

CLAUDE.md
(Markdown)
1
### ๐Ÿ”„ Project Awareness & Context
2
- **Always read `PLANNING.md`** at the start of a new conversation to understand the project's architecture, goals, style, and constraints.
3
- **Check `TASK.md`** before starting a new task. If the task isn't listed, add it with a brief description and today's date.
4
- **Use consistent naming conventions, file structure, and architecture patterns** as described in `PLANNING.md`.
5
- **Use the project's package manager** (npm/yarn/pnpm) as specified in `package.json` for all operations.
6
7
### ๐Ÿงฑ Code Structure & Modularity
8
- **Never create a file longer than 300 lines of code.** If a file approaches this limit, refactor by splitting it into modules or helper files.
9
- **Organize code into clearly separated modules**, grouped by feature or responsibility.
10
For applications this looks like:
11
- `src/` - Main source code
12
- `src/types/` - Type definitions and interfaces
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- `src/utils/` - Utility functions and helpers
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- `src/services/` - Business logic and external API integrations
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- `src/controllers/` - Route handlers (for Express/Fastify apps)
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- `src/middleware/` - Express/Fastify middleware
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- **Use barrel exports** (`index.ts` files) to create clean import paths.
18
- **Use absolute imports** when configured in `tsconfig.json` paths.
19
- **Use environment variables** with proper validation (zod, joi, or similar).
20
21
### ๐Ÿงช Testing & Reliability
22
- **Always create tests for new features** using the project's testing framework (Jest, Vitest, etc.).
23
- **After updating any logic**, check whether existing tests need to be updated. If so, do it.
24
- **Tests should live in a `__tests__` folder** next to the code they test, or in a separate `tests/` directory.
25
- Include at least:
26
- 1 test for expected behavior
27
- 1 edge case test
28
- 1 error handling test
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- **Use proper mocking** for external dependencies and APIs.
30
31
### โœ… Task Completion
32
- **Mark completed tasks in `TASK.md`** immediately after finishing them.
33
- Add new sub-tasks or TODOs discovered during development to `TASK.md` under a "Discovered During Work" section.
34
35
### ๐Ÿ“Ž Style & Conventions
36
- **Use TypeScript** with strict mode enabled.
37
- **Follow the project's ESLint and Prettier configurations**.
38
- **Use modern TypeScript features**: utility types, branded types, const assertions, etc.
39
- **Prefer `const` over `let`**, and avoid `var` entirely.
40
- **Use `async/await` over Promises** for better readability.
41
- **Write JSDoc comments for all public functions and classes**:
42
```typescript
43
/**
44
* Brief description of what the function does.
45
*
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* @param param1 - Description of the parameter
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* @param param2 - Description of the parameter
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* @returns Description of what is returned
49
* @throws {ErrorType} Description of when this error is thrown
50
*/
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function example(param1: string, param2: number): Promise<Result> {
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// implementation
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}
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```
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- **Use proper error handling** with custom error classes when appropriate.
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- **Prefer composition over inheritance** and favor functional programming patterns.
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### ๐Ÿ”ง TypeScript Specific Rules
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- **Always use strict type checking** - no `any` types unless absolutely necessary.
60
- **Use `unknown` instead of `any`** when the type is truly unknown.
61
- **Define proper interfaces and types** for all data structures.
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- **Use generic types** to create reusable, type-safe components.
63
- **Leverage discriminated unions** for complex state management.
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- **Use `readonly` for immutable data** and `const assertions` where appropriate.
65
- **Prefer type guards and assertion functions** over type assertions.
66
67
### ๐Ÿ“š Documentation & Explainability
68
- **Update `README.md`** when new features are added, dependencies change, or setup steps are modified.
69
- **Comment complex logic** and ensure everything is understandable to a mid-level developer.
70
- **When writing complex logic, add a `// Reason:` comment** explaining the why, not just the what.
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- **Keep `package.json` scripts up to date** with proper descriptions.
72
73
### ๐Ÿง  AI Behavior Rules
74
- **Never assume missing context. Ask questions if uncertain.**
75
- **Never hallucinate libraries or packages** โ€“ only use known, verified npm packages.
76
- **Always confirm file paths and module names** exist before referencing them in code or tests.
77
- **Never delete or overwrite existing code** unless explicitly instructed to or if part of a task from `TASK.md`.
78
- **Always run linting and type checking** before marking tasks complete.
79
- **Use the correct package manager** as specified in the project (check `package-lock.json`, `yarn.lock`, or `pnpm-lock.yaml`).
80
81
### ๐Ÿ” Validation Commands
82
- **Type checking**: `npx tsc --noEmit` or `npm run type-check`
83
- **Linting**: `npx eslint src/` or `npm run lint`
84
- **Testing**: `npm test` or `npm run test`
85
- **Building**: `npm run build`
86
- **Always run these commands** before considering a task complete.

These rules prevent the most common AI mistakes: using any types, ignoring error handling, generating code without tests.

Layer 2: Show, Don't Tell

Instead of explaining how we handle middleware, we show it. Cursor's file explorer makes this context immediately accessible:

jwt-middleware.ts
(Typescript)
1
import { Request, Response, NextFunction } from 'express';
2
import jwt from 'jsonwebtoken';
3
import { config } from '../config/environment';
4
import { UnauthorizedError } from '../utils/errors';
5
6
/**
7
* JWT authentication middleware for protecting routes.
8
*
9
* This example demonstrates:
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* - JWT token validation
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* - Request augmentation with user data
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* - Proper error handling
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* - TypeScript typing for Express middleware
14
*/
15
16
export interface JWTPayload {
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userId: string;
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email: string;
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iat: number;
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exp: number;
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}
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export interface AuthenticatedRequest extends Request {
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user: {
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id: string;
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email: string;
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};
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}
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/**
31
* Middleware to authenticate JWT tokens.
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* Adds user information to request object if token is valid.
33
*/
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export const authenticateToken = async (
35
req: Request,
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res: Response,
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next: NextFunction
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): Promise<void> => {
39
try {
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// Extract token from Authorization header
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const authHeader = req.headers.authorization;
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const token = authHeader?.split(' ')[1]; // Bearer TOKEN
43
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if (!token) {
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throw new UnauthorizedError('No token provided');
46
}
47
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// Verify token
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const payload = jwt.verify(token, config.JWT_SECRET) as JWTPayload;
50
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// Attach user information to request
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(req as AuthenticatedRequest).user = {
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id: payload.userId,
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email: payload.email,
55
};
56
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next();
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} catch (error) {
59
if (error instanceof jwt.JsonWebTokenError) {
60
next(new UnauthorizedError('Invalid token'));
61
} else if (error instanceof jwt.TokenExpiredError) {
62
next(new UnauthorizedError('Token expired'));
63
} else {
64
next(error);
65
}
66
}
67
};
68
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/**
70
* Optional authentication middleware.
71
* Adds user information if token is present and valid, but doesn't require it.
72
*/
73
export const optionalAuth = async (
74
req: Request,
75
res: Response,
76
next: NextFunction
77
): Promise<void> => {
78
try {
79
const authHeader = req.headers.authorization;
80
const token = authHeader?.split(' ')[1];
81
82
if (token) {
83
const payload = jwt.verify(token, config.JWT_SECRET) as JWTPayload;
84
(req as AuthenticatedRequest).user = {
85
id: payload.userId,
86
email: payload.email,
87
};
88
}
89
90
next();
91
} catch (error) {
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// For optional auth, we ignore token errors and continue
93
next();
94
}
95
};
96
97
/**
98
* Generate JWT access token.
99
*/
100
export const generateAccessToken = (userId: string, email: string): string => {
101
return jwt.sign(
102
{ userId, email },
103
config.JWT_SECRET,
104
{ expiresIn: config.JWT_EXPIRES_IN }
105
);
106
};
107
108
/**
109
* Generate JWT refresh token.
110
*/
111
export const generateRefreshToken = (userId: string): string => {
112
return jwt.sign(
113
{ userId, type: 'refresh' },
114
config.JWT_REFRESH_SECRET,
115
{ expiresIn: config.JWT_REFRESH_EXPIRES_IN }
116
);
117
};

This example teaches Claude:

  • How you structure Express middleware

  • Your error handling patterns

  • Your TypeScript typing conventions

  • Your testing approach

Layer 3: Complete Feature Blueprint

The PRP (Product Requirements Prompt) ties everything together.

generate-prp.md
(Markdown)
1
# Create PRP
2
3
## Feature file: $ARGUMENTS
4
5
Generate a complete PRP for TypeScript/Node.js feature implementation with thorough research. Ensure context is passed to the AI agent to enable self-validation and iterative refinement. Read the feature file first to understand what needs to be created, how the examples provided help, and any other considerations.
6
7
The AI agent only gets the context you are appending to the PRP and training data. Assume the AI agent has access to the codebase and the same knowledge cutoff as you, so it's important that your research findings are included or referenced in the PRP. The Agent has WebSearch capabilities, so pass URLs to documentation and examples.
8
9
## Research Process
10
11
1. **Codebase Analysis**
12
- Search for similar features/patterns in the codebase
13
- Identify files to reference in PRP
14
- Note existing conventions to follow
15
- Check test patterns for validation approach
16
17
2. **External Research**
18
- Search for similar features/patterns online
19
- Library documentation (include specific URLs)
20
- Implementation examples (GitHub/StackOverflow/blogs)
21
- Best practices and common pitfalls
22
23
3. **User Clarification** (if needed)
24
- Specific patterns to mirror and where to find them?
25
- Integration requirements and where to find them?
26
27
## PRP Generation
28
29
Using PRPs/templates/prp_base.md as template:
30
31
### Critical Context to Include and pass to the AI agent as part of the PRP
32
- **Documentation**: URLs with specific sections
33
- **Code Examples**: Real snippets from codebase
34
- **Gotchas**: Library quirks, version issues, TypeScript-specific issues
35
- **Patterns**: Existing approaches to follow
36
37
### Implementation Blueprint
38
- Start with pseudocode showing approach
39
- Reference real files for patterns
40
- Include error handling strategy
41
- List tasks to be completed to fulfill the PRP in the order they should be completed
42
43
### Validation Gates (Must be Executable) for TypeScript/Node.js
44
```bash
45
# Type checking
46
npx tsc --noEmit
47
48
# Linting
49
npm run lint
50
51
# Testing
52
npm test
53
54
# Building
55
npm run build
56
```
57
58
*** CRITICAL AFTER YOU ARE DONE RESEARCHING AND EXPLORING THE CODEBASE BEFORE YOU START WRITING THE PRP ***
59
60
*** ULTRATHINK ABOUT THE PRP AND PLAN YOUR APPROACH THEN START WRITING THE PRP ***
61
62
## Output
63
Save as: `PRPs/{feature-name}.md`
64
65
## Quality Checklist
66
- [ ] All necessary context included
67
- [ ] Validation gates are executable by AI
68
- [ ] References existing patterns
69
- [ ] Clear implementation path
70
- [ ] Error handling documented
71
- [ ] TypeScript-specific considerations included
72
- [ ] Modern Node.js patterns used
73
74
Score the PRP on a scale of 1-10 (confidence level to succeed in one-pass implementation using Claude Code)
75
76
Remember: The goal is one-pass implementation success through comprehensive context.
execute-prp.md
(Markdown)
1
# Execute TypeScript PRP
2
3
Implement a TypeScript/Node.js feature using the PRP file.
4
5
## PRP File: $ARGUMENTS
6
7
## Execution Process
8
9
1. **Load PRP**
10
- Read the specified PRP file
11
- Understand all context and requirements
12
- Follow all instructions in the PRP and extend the research if needed
13
- Ensure you have all needed context to implement the PRP fully
14
- Do more web searches and codebase exploration as needed
15
16
2. **ULTRATHINK**
17
- Think hard before you execute the plan. Create a comprehensive plan addressing all requirements.
18
- Break down complex tasks into smaller, manageable steps using your todos tools.
19
- Use the TodoWrite tool to create and track your implementation plan.
20
- Identify implementation patterns from existing code to follow.
21
22
3. **Execute the plan**
23
- Execute the PRP
24
- Implement all the code
25
- Follow TypeScript best practices
26
- Use proper error handling
27
- Ensure type safety throughout
28
29
4. **Validate**
30
- Run each validation command:
31
- `npx tsc --noEmit` (type checking)
32
- `npm run lint` (linting)
33
- `npm test` (testing)
34
- `npm run build` (building)
35
- Fix any failures
36
- Re-run until all pass
37
38
5. **Complete**
39
- Ensure all checklist items done
40
- Run final validation suite
41
- Report completion status
42
- Read the PRP again to ensure you have implemented everything
43
44
6. **Reference the PRP**
45
- You can always reference the PRP again if needed
46
47
Note: If validation fails, use error patterns in PRP to fix and retry. Pay special attention to TypeScript compilation errors and ensure all types are properly defined.

The Five-Minute Setup Process

Getting started takes less time than your usual coffee break:

Step 1: Clone and open in Cursor

Clone Project
(Bash)
1
git clone https://github.com/DwayneSamuels/typescript-context-engineering-template.git
2
cd typescript-context-engineering-template
3
cursor .

Step 2: Update your rules Edit CLAUDE.md with your project's specific requirements. Cursor automatically picks up changes.

Step 3: Add your examples Replace our generic examples with patterns from your actual codebase. Drag and drop your existing files into the examples directory.

Step 4: Create your first PRP Start with a feature you build regularly. Authentication, CRUD operations, API endpoints.

Step 5: Chat with Claude Open Cursor's chat panel, paste your PRP, and watch Claude generate code that follows your exact patterns.

The Cursor Advantage: Context That Stays Active

Unlike other AI coding tools, Cursor keeps your context active across the entire development session. Claude can reference your examples, understand your project structure, and maintain consistency across multiple files.

What this means in practice:

  • Generate a middleware file that imports from your exact error classes

  • Create tests that use your established testing utilities

  • Build API routes that follow your authentication patterns

  • Modify existing files while maintaining your coding style

The Results Speak for Themselves

After implementing context engineering with Cursor and our TypeScript template:

Code Quality Improvements:

  • Significant reduction in any types in AI-generated code

  • Error handling follows our established patterns consistently

  • Generated tests actually run and pass

Development Speed:

  • No more re-explaining project structure every session

  • Features generate with proper TypeScript integration

  • Validation loops catch issues before they ship

Cursor-Specific Benefits:

  • Context persists across file switches

  • Claude understands your project structure automatically

  • Multi-file refactoring maintains consistency

  • Real-time feedback as you work

Advanced Moves: When Context Engineering Gets Interesting

Dynamic Context Loading in Cursor

Cursor's workspace understanding lets you create dynamic context that adapts to what you're building:

Validation Loops That Actually Work

The real power comes from validation loops that catch problems immediately. Run these directly in Cursor's terminal.

Team Knowledge Scaling

Share context patterns across your entire team through Cursor's workspace settings.

Common Mistakes to Avoid

Over-specification: Don't try to document every edge case. Focus on the patterns that matter. Cursor works best with clear, concise context.

Stale examples: Keep your examples current. Outdated patterns confuse Claude more than no examples.

Generic context: Customize everything. Generic examples produce generic results. Cursor amplifies whatever context you provide.

Getting Your Team on Board

Start small. Pick one developer, one feature, prove it works with Cursor. The results sell themselves.

Week 1: Set up context for your most common feature type

Week 2: Add validation loops and measure build success rates in Cursor

Week 3: Share successful patterns with team members

Week 4: Build team context library accessible through Cursor workspaces

The Open Source Advantage

The TypeScript Context Engineering Template improves every time someone uses it. Especially powerful when combined with Cursor's AI-first development approach.

What makes it valuable:

  • Battle-tested patterns from real projects

  • Community contributions expanding example library

  • Continuous refinement based on actual usage

  • Optimized specifically for Cursor workflows

How to contribute:

  • Fork the repo and adapt for your tech stack

  • Share successful PRP patterns via pull requests

  • Add Cursor-specific examples for specialized use cases

  • Improve documentation based on your Cursor experience

Why This Matters Now

AI coding assistants are everywhere. The developers who learn to work with them systematically through tools like Cursor will build faster, ship more reliable code, and have way more fun doing it.

Context engineering isn't just about better AI responses. It's about building systematic approaches to knowledge transfer that make your entire team more effective. Cursor makes this natural.

The choice is simple: Keep re-explaining your codebase every chat session, or spend five minutes setting up context that works for months.

Ready to make your vibe coding workflow actually predictable?

Clone the TypeScript Context Engineering Template, open it in Cursor, and experience what happens when Claude finally gets your project.

Your future self will thank you. Your team will thank you. Your deployment pipeline will definitely thank you.


Star the repo, fork it, improve it. Context engineering works best when the entire developer community builds it together.

Understand customer intent in minutes, not months

15-minute setup. Instant insights. The fastest way to decode what your users really want.
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