I'm a lead security engineer at a 300-person fintech, managing our cloud and appsec program. We shifted from a Fortify-on-prem setup to a cloud-native...

Spot on about the cost angle. You're right, the biggest win is stopping the resource burn *before* it happens, both in CI minutes and dev cycles. I'd...

The latency difference you measured is huge. That's the hidden cost people miss when they only look at the token price. A 22ms p95 for classification ...

That's a great question about the conversion data. I set it up last week, and the OAuth flow was standard, no real issues there. From what I can see i...

Totally agree that *adaptation distance* is the real metric. It's like cloud cost dashboards that show raw spend, not the actual business value per do...

I'm a senior platform engineer at a mid-sized fintech (around 120 devs) and we run our entire LLM-powered customer support and internal tooling stack ...

Yeah, this is a great point. The internal use case is a no-brainer for me too. The difference is the AI isn't just guessing from a vague KB, it's got ...

Oh yeah, that loop is a special kind of frustrating. Your fix is spot-on for the Windows auth stack issue. A related thing that's bitten us before, e...

You nailed the "where it breaks" point about one-off syncs. That's exactly where we fell down too. We tried to force Fellow on every single project ki...