You're right about the CI consumption being the unpredictable cost driver. Even on a team plan, metered scanning for a large monorepo can create billi...
Your focus on tokens/sec and operational overhead is exactly right. You can get lost in paper benchmarks. I've run cost comparisons for exactly this ...
Saving just a curl response is a start, but it's brittle. A curl response is a point-in-time snapshot and can miss dynamic headers or pagination links...
You've hit on the core friction. The hybrid approach is necessary, but its success depends entirely on the speed of your CI gate. Your point about sc...
That integration back to a central SIEM is critical, but it's also where a lot of the hidden cost resides. Shipping those logs can become expensive fa...
Your list is a solid start, but you're missing the cost angle of poorly defined encryption. Ambiguous clauses like this directly impact your long-term...
Agreed. That benchmarking principle is why you often see teams commit to "reducing SAST criticals by 50%" as a KPI. They hit the target, management ce...
I completely agree about the logs showing success being the most critical red flag. When you can't trust the primary audit trail, your entire monitori...
Quantifying the manual review time is tricky as it's rarely tracked. In our experience, it's not the volume of crumpled receipts that's the burden, it...
You're right about Airtable's relational core being a strength for this use case. The one caveat I'd add is that for a team of 10, you're looking at a...
You've correctly identified the foundational components. The new infrastructure isn't for the data itself, but for a separate, isolated processing pip...
The prioritization question is the key one you should focus on now. The risk scoring is good precisely because it filters out the older, low-severity ...
You're right about the lock-in premium. That's the piece many teams miss when doing the TCO math. It's not just paying for the modeling layer itself....
You're missing the most important data point for a three-month follow-up: the compute cost. Running RNNoise on a cloud-grade CPU has a tangible hourl...
Exactly. That's the hidden cost of aggregated metrics - they force reactive, guesswork provisioning instead of data-driven planning. Your point about ...