Uploaded July 2025 | Updated September 2026, 23 hours ago
This video is a recording of a Chainguard Learning Labs livestream that happened on Thursday, July 24.
TIMESTAMPS
0:00 Introduction and updates
2:02 Preparation: Docker pull instructions for demo
3:39 Chainguard! Who are we?
4:34 CVE system fundamentals
6:48 "Boss assigned me to fix Ubuntu" problem
7:41 Introduction to Chainguard Containers
8:54 Zero CVE containers: Real results and comparisons
11:10 How we achieve zero CVEs: Minimal, Fresh, Advisory, Patch
13:24 AI container challenges: Size and complexity
14:59 PyTorch container analysis: CVEs, packages, and executables
16:21 Demo introduction: Image classification with PyTorch
17:59 Demo walkthrough and repository overview
19:28 Demo: Running the training command
22:01 Demo: Downloading test image and running inference
23:20 Recent developments in Chainguard AI containers
25:09 Other AI containers: TensorFlow, KServe, Triton backends
26:46 Q&A
About Chainguard
Founded by the industry's leading experts on open source software, security and cloud native development, we are on a mission to be the safe source for open source.
Where to find us:
Website: https://www.chainguard.dev/
Twitter: twitter.com/chainguard_dev
LinkedIn: linkedin.com/company/chainguard-dev
TikTok: tiktok.com/@chainguard_dev
This video is a recording of a Chainguard Learning Labs livestream that happened on Thursday, July 24.
TIMESTAMPS
0:00 Introduction and updates
2:02 Preparation: Docker pull instructions for demo
3:39 Chainguard! Who are we?
4:34 CVE system fundamentals
6:48 "Boss assigned me to fix Ubuntu" problem
7:41 Introduction to Chainguard Containers
8:54 Zero CVE containers: Real results and comparisons
11:10 How we achieve zero CVEs: Minimal, Fresh, Advisory, Patch
13:24 AI container challenges: Size and complexity
14:59 PyTorch container analysis: CVEs, packages, and executables
16:21 Demo introduction: Image classification with PyTorch
17:59 Demo walkthrough and repository overview
19:28 Demo: Running the training command
22:01 Demo: Downloading test image and running inference
23:20 Recent developments in Chainguard AI containers
25:09 Other AI containers: TensorFlow, KServe, Triton backends
26:46 Q&A
About Chainguard
Founded by the industry's leading experts on open source software, security and cloud native development, we are on a mission to be the safe source for open source.
Where to find us:
Website: https://www.chainguard.dev/
Twitter: twitter.com/chainguard_dev
LinkedIn: linkedin.com/company/chainguard-dev
TikTok: tiktok.com/@chainguard_dev
