How the Future of Software Will be Different
summary
Claim: code work changes within five years because large-scale data and ML already produce usable tools. Concrete numbers back it: 500 terabytes of GitHub data, 1.5 billion commits per year, 200 million pull requests, and 50% of JavaScript libraries vulnerable in 2018 with an average of 742 dependencies. Built features already work: security alerts that see 98% of security alerts remediated initially, CI integration with Travis/Jenkins/Circle, and the suggested changes feature and bots for docs, welcome, and toxicity detection.
AI-written summary · about
chapters (4)
- 0:00Start
- 1:48What Is an Innovation
- 1:58Innovation Has To Have Four Things
- 13:27Will Robots Take My Job
related talks
29mDevTools for the decade to come
32mCode Security Reinvented: Navigating the Era of AI
22mAdapting to the Future of Work in Tech
19mSecuring the Software Factory
45mExemplars, Laggards, & The Cautious: A Data-driven Look At High-velocity Software...
19mFlipping the script on application security
38mCode Security Reinvented: Navigating the era of AI
35mKeynote Panel: 2020 Tech Trends Predictions