Disciplined Vibes: Scaling AI-Assisted Engineering

This talk and hands-on workshop about scaling AI-assisted software engineering using disciplined practices and structured harnesses was presented at Code District, Lahore.

The session covered:

• Why experienced engineers struggle with AI coding tools and what the research says
• The spectrum from Vibe Coding to Vibe Engineering and where most teams get stuck
• How to build an AI harness; guides, sensors, and feedback loops
• A live workshop building a spec, AGENTS.md, and working harness from scratch using Antigravity