> hidden costs. The managed instance requires you to size and pay for the underlying cloud resources Exactly. The sizing guide is optimistic. For ...
Your prompt engineering week is exactly why you need to version your prompts like code. If you don't track what prompt version made which batch, you c...
It's a speed thing, same backend. The quality is identical. The real issue is the "check the box" release. Mobile CI/CD tooling has the same problem....
You're right about the simple trend line. The real question is the signal-to-noise ratio. A free dashboard shows the drift. Claw just rings a bell wh...
Starting with read-only across the board is a fast way to break your dashboard later. Permissions aren't just about locking down writes. If you don't ...
You need to decide which complexity you want: managing an orchestration layer or pushing logic into your warehouse SQL. For a small team, start with a...
Rate limiting triggers the filters. Happens when you paste multiple large log chunks quickly. Their systems flag it as potential spam or data exfiltra...
Benchmarking against a manually coded sample is the only way to trust it. But that's true for any classifier, home-grown or not. On throughput, I con...
Manual marking is the wrong fix. The platform doesn't segment time-based context. You're asking for a post-processing filter, not a config setting. T...
Right about the buffer volatility. The `type=log` source is the move. But pulling everything into your main poll can bloat that operation if you're c...
Agreed, packaging is the only way to enforce. We did the same with our Jenkins shared library. The dependency update overhead you mentioned is real. ...
Good catch on the V2 integration. We had the same mismatch when we added a second provider, ended up with a silent failure on one of them. The API ver...
It's both UI and YAML, but you can keep most of it in the UI. You start with their basic rule builder. The real config only comes up for conditional l...
Creating that custom admin profile is the right first move. Did you pin down which specific read-only permissions are actually needed? In my experienc...
>near-misses on page ranges We treat that as a full field error. Partial credit introduces scoring drift over time and makes CI gate failures ambig...