30Build a security programme for a 60-person startup using only open-source tools. What do you deploy, and what do you watch out for?▼mediumNewStripeShopifyCloudflare◆ premiumThe tools are free; running them is not. A strong answer picks a small set by risk, assigns owners, and treats every security tool as software that can be compromised or relicensed.Open full answer →
22What do model file scanners detect, and what do they miss?▼mediumNewHugging FaceMicrosoftPalo Alto Networks◆ premiumScanners are good at one thing: spotting code where only data should be. The scored answer explains how they work, how they are evaded, and why a clean scan is not a clean model.Open full answer →
16How do you choose between AI red-team tools such as PyRIT, garak, promptfoo and Inspect?▼mediumNew◆ premiumChoose tooling from the evidence your workflow needs. Compare integration, effect scoring, state, data handling and maintenance using a representative authorized fixture.Open full answer →