Events & Talks
1 event — talks, workshops, and panels on context engineering, token economics, and AI-native development.
1 of 1
PasttalkPart 1 — Builders Talk — Only Builders Club
Builders Talk #1 — AI-Native Software Development
Vahid Faraji · Senior Applied AI Specialist @ Kariyer.net
Vahid breaks down the critical factors that determine the efficiency of AI assistants — context window vs. prompt distinction, token economics, cost management, and IDE planning with GitHub Copilot.
Topics Covered
- Context Window vs. Prompt — the difference and token economics
- Limits, cost management, and IDE planning (GitHub Copilot example)
- Spec preparation, refactoring workflows with Numpy/Pandas code examples
Practical Takeaways
- Understand the distinction between prompt and context window
- Learn token economy fundamentals for cost-efficient AI usage
- Practical spec preparation techniques for AI-assisted development
- Refactoring strategies using real Numpy/Pandas code