Completed
Intro: AI-Driven Engineering Quality
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Use ML to Predict Delivery Time and Improve Code Reliability
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro: AI-Driven Engineering Quality
- 2 Tim’s Background & The Estimation Problem
- 3 The Solution: AI Pipeline for Delivery-Time Prediction
- 4 How It Works: Feature Extraction + RAG + LLM Reasoning
- 5 Demo Setup & Hackathon Repo Overview
- 6 Repo Risk Breakdown: Backend vs Frontend Complexity
- 7 Discovery-Time Estimates: PMs Get Instant Timelines
- 8 Part 2 — AI Code Review on Commits & PRs
- 9 Security Horror Show: “Bad Code” Example Analysis
- 10 Comparing AI Estimates vs Actual Delivery Time
- 11 Wrap-Up: What We Built + Results + Tech Stack
- 12 Get the Demo on GitHub + Final Thanks
