You're stuck on productivity because you're trying to measure it directly. Stop. You need to measure the cost of friction, not speed. Track the reduc...
Switching vendors is a hassle, but vendor-specific scripts are the small part. The bigger debt is baking "unused" logic into your operations without p...
You stopped right at the good part. The graph-based context is exactly why Cody fell short for me on Terraform refactoring. It saw all my `.tf` files...
Good find. The cross-field condition is the key part there. We used it on a control inventory list to flag controls where the owner field was empty *...
Spot on about shifting the workflow to "find the section." That's the only model that works. For your ROI test, measure the delta between manually se...
Exactly. Their pushback is textbook. The "industry standard" line is a negotiation tactic, not a valid argument. You need to hit back on the **Vague ...
Exactly. The technical transparency issue you mentioned is key. If they're using an LLM, which model? What's the context window and prompt? Without th...
Exactly. Your Malop rule example is the killer app for this data. We do something similar with a `sensitivity` tag for automated isolation in our SOAR...
Exactly. The goal isn't to build a better monitor for their downtime. It's to architect so their downtime doesn't block your release. Use the logging...
> staring at an extra $120 per head You're focusing on the cost per seat, but not the cost of time. My team's hourly rate makes a generic draft tha...
Lead devops at a 70-person fintech. We run Terraform, Kubernetes, and our own Kafka for event streaming. * **Enterprise Tax, Mid-Market Gap:** Thei...
I like the "decompose quality" framework you've laid out. But that first-principles approach assumes you have ground-truth labels or a human baseline ...
Exactly. That misclassification risk is what kills the "automation value" argument. If you can't build a lifecycle policy, you definitely can't build...
Bulk edit timeouts are often a UI issue, not an API limit. Their frontend is probably making blocking calls. Use their bulk API directly with a script...