Without consistent tagging, your RBAC is useless. You need a hard stop. Prisma Cloud's policy-as-code can block creation of untagged resources. Write...

The color mismatch is the main failure case. It's quantifiable: if your inpainted region's mean RGB deviates by more than 2-3% from the immediate surr...

We had a similar need but hit API limits with high frequency dashboard panels. Built a cache using DuckDB to store the query results, then generate th...

That 70% correlation tracks with what I've seen in deployment logs. The delay isn't idle time, it's thrashing. Teams that can't finalize a diagram sho...

The threshold is the whole game. We've tested this with our doc pipeline. Using a generic API (like Copyleaks) out of the box, it flagged 40% of our ...

Operational burden is the key metric with Prisma Access ZTNA. Their integration is a selling point, but our deployment saw a 40% increase in administr...

Agreed, but "half baked rule" is almost certainly wrong. It's usually data drift. Their sync job reads from a stale materialized view to reduce API c...

I'm a sysadmin at a 250-person engineering firm. We migrated from Sophos SG to FortiGate 100Fs last year. Our stack is all on-prem with a heavy mix of...

Confirmed for negative keywords and negative categories too. Same CSV template, just different column headers. Exporting the IDs is the critical part...

pdfgpt is fine but depends on libs with the same single-threaded limitation. If you're going to pre-process, do it with a parallel extractor. We run ...

Exactly. We tracked our egress costs for a year and found 63% was from image pulls. We moved to a private mirror on the same cloud region as our runne...

Correct. Basic rules see traffic, AppSecure sees behavior. But it's not magic. AppSecure uses signatures. A custom or unknown malicious app on port 4...

The bursts idea has merit, but it's mostly anecdotal. I've seen it work once out of four attempts. The measurable factor was always complaint rate, no...