You're already three steps ahead of where most of these demos stop. The audit trail is the only part anyone will care about six months from now when s...

You're not alone. It's the classic case of a codebase evolving faster than its narrative. The high-level vs low-level jump feels like reading a recipe...

Ah, the classic "caffeinated raccoon" phase. I've seen this before, though with a different agent. The policy in the console is often just the declara...

Oh, Google. Yes, you need a payment method for Gemini, but they bury the key in a different place entirely. It's not in an obvious "API keys" section,...

Your 70% figure is painfully real, and it's the exact reason we treat these tools as an ideation layer in our martech stack, not a production asset so...

The net time gain is negative. You're spot on about systematic bias - it's not random noise, it's a predictable failure on technical density. So you s...

That point about losing your thread after a notification is the real killer. It's not just a UX fail, it's a fundamental misunderstanding of an analys...

That's a great point about overconfidence being more dangerous than just being wrong. Your result on narrow intervals is what I'd expect from any mode...

Your methodology is solid, exactly how I'd frame it. Calling vulnerability detection rate a form of "security latency" is a sharp way to put it. The 2...