When AI Gets Stuck

Time: ~3 minutes | Difficulty: Beginner

What You'll Learn

• Signs that AI might be wrong
• How to verify AI suggestions
• When and how to research yourself

The Big Idea

AI is knowledgeable but not perfect. Sometimes it:

• Uses outdated information
• Confidently gives wrong answers
• Doesn't know about recent updates

Knowing when to verify and how to research yourself is a superpower.

Signs AI Might Be Wrong

🤔 It contradicts itself

Previous answer says X, now it says not-X.

🤔 The suggestion doesn't compile

If the code has syntax errors, something's off.

🤔 It sounds unsure

"I think this might work..." or "You could try..."

🤔 It keeps changing approach

If you've gone through 3+ different solutions without success.

🤔 The documentation says otherwise

When official docs contradict AI.

How to Verify AI Suggestions

1. Check Official Documentation

For React: react.dev For Firebase: firebase.google.com/docs For TypeScript: typescriptlang.org/docs

2. Run the Code

The ultimate test. Does it work?

3. Ask a Different Way

Rephrase your question:

"I asked about X earlier and got Y answer. Can you explain
a different approach to X? I want to compare options."

4. Check Stack Overflow

Search for your specific error message.

5. Ask Your Mentor

Human judgment for complex issues.

Research Skills

When you need to research yourself:

Effective Search Queries

Bad: "react not working"

Good: "react useEffect runs twice strict mode"

Pattern: [Technology] + [Specific Error or Behavior]

Reading Documentation

1. Start with the overview — Understand the concept
2. Find examples — Copy and adapt
3. Check API reference — For exact syntax
4. Look for common mistakes — Often listed

Reading Stack Overflow

1. Read the question — Is it your exact problem?
2. Read the top answer — Check the votes
3. Read the comments — Often have important updates
4. Check the date — Old answers might be outdated

The Three-Strike Rule

If AI gives you three solutions that don't work:

1. Stop and reassess — Maybe the question is wrong
2. Check documentation — Verify the basics
3. Simplify the problem — Remove complexity
4. Ask for help — Mentor or community

Building Research Muscle

Over time, develop the habit:

AI answer → Works? → Great!
           ↓
       Doesn't work
           ↓
   Try once more with more context
           ↓
       Still doesn't work?
           ↓
   Official docs + Stack Overflow
           ↓
       Still stuck?
           ↓
   Ask mentor or take a break

Valuable Resources

For React

• react.dev — Official docs
• React FAQ

For TypeScript

• TypeScript Handbook
• TypeScript Playground

For Firebase

• Firebase Docs
• Firebase on YouTube

For Everything

• MDN Web Docs — Web fundamentals
• Stack Overflow — Q&A
• GitHub Issues — For library-specific bugs

Check Your Understanding

• [ ] I can recognize when AI might be wrong
• [ ] I know where to find official documentation
• [ ] I can write effective search queries
• [ ] I'll try documentation before giving up
• [ ] The three-strike rule makes sense

Phase 6 Complete! 🎉

You now know:

• How to work with AI effectively
• How to write good prompts
• The development loop
• How to review code
• How to debug
• Safety rules
• When to research yourself

Total time for Phase 6: ~25 minutes

You're ready to build!

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Start Phase 7: Building the App →