7 Layers of Agent Security (1 in 6 repos has leaked credentials)

Try Control Plane ➡️ https://htfctr.to/KC8Lpjq

I scanned 10,705 public GitHub repos for leaked credentials. After removing obvious placeholders, 3,543 still had something that looked like a key, and 1,680 held almost 7,000 credentials in recognizable formats like Stripe keys.

If you're new to coding with agents (or you've been a dev for decades), this is the setup I'd want you to have before you ship anything public.

00:00 Intro

00:19 What the scan found

02:20 Gitignore and secret scanning

04:08 Secrets managers

05:15 Credential proxies

06:19 Short-lived cloud credentials

07:16 Limited keys and spend caps

08:04 Responding to a leak