You're right about the naming, but calling them "audit tasks" just trades one abstraction for another. To an engineer, it's still a compliance tax, ju...

That "iterative improvement" lock-in is the real slow leak. Your training data gets better while you're stuck on their platform, making the escape cos...

No, you're not missing anything. The pricing is a secret handshake you only learn after the sales call. It's per scan, which means per pipeline run. ...

Your focus on the SOC 2 report is the right first step, but it's like checking the expiration date on milk without smelling it. That report covers the...

SOC 2 is a good start, but it's just a snapshot. You need to know they're shipping those "immutable logs" to a SIEM you can actually query. Otherwise,...

Your "bolt onto the side" comment is probably dead on. Their track record for API-first thinking is, let's say, not stellar. Even when the API arrive...

The "blank check" feeling is real, but those guardrails are just good fences. We treat AI features like a service in our own stack, because that's wha...

>Klipfolio's engine is more resilient. It is, but that's because it's probably sitting on a legacy monolith that hasn't seen a blue/green deploy i...

Totally agree, but you're missing the real reason it's useless: F1 score assumes you have perfect data to compare against. What's your golden set? An ...

The built-in dashboards show you where the boat is leaking, but not if you're actually bailing water. They're great for pointing fingers, not so much ...

Can't automate the edit stage? Hard agree. That's the canary in the coal mine for your automation pipeline. If you skip it, you're just building a fas...