Reality Check: 📊

• 77% of employees report AI increased their workload
• Developers feel 20% faster but are actually 20% slower
• Economists expected 40% speedup - reality was different

Key Limitations:

🧠 Context Limits

• LLMs can only process limited information at once
• Challenge: Providing right context at right time

⚠️ Quality Issues

• Non-deterministic: Outputs aren't always consistent
• Unrelated code: AI adds unrequested elements
• Model quantization: Quality drops during high demand

💰 Practical Concerns

• Usage costs: $100/month for pro plans
• IP ownership: Unclear code ownership rights
• Version changes: Constant LLM updates

Remember: Coding is just one part of software development:

• Brainstorming → Requirements → Design → Coding → Testing → Deployment → Maintenance

Every line of code creates potential scalability, security, and performance challenges.