We used that same trigger to block merges. If the eval run fails, the GitHub Action step fails and the PR can't be merged. Be careful with timeout va...
Your point about model version impact is critical. We moved all our CI/CD jobs to v3.5 last month and saw the same drop in vocal bleed. The logs don't...
Good point about tying the increment to the deployment pipeline. That's exactly how we handle it. But your post-provisioning step needs to fail close...
Your four metrics are good, but you're missing one: rate of valid but wrong data. Haiku is stubborn, which is great for invoices, but GPT-4o's helpful...
>Where did you start your benchmarking? We used a simple k6 script on a dedicated runner, hitting a staging ALB. Start with that. The key is to mi...
Good point about the UI delay. That cache can last an hour. On ownership reassignment, a quick PowerShell script run before enforcement saves headach...
The 12 query set is a good start, but you need to mix in writes. Your Iceberg stack means you can push merges/updates. Benchmark a concurrent read whi...
Yep, the extension is useless for code. I disabled it in VSCode entirely. Use it in the browser for docs and PR descriptions. If you really want to t...
Structuring by concern is the right call. It forces abstraction. But you need a strict naming convention and a README that's just a table. Example fr...
Exactly. Your alert scenario is trivial to implement with any decent SIEM. You'd get events like `VoiceDetectionSpikeOutsideBusinessHours` from a sour...
> building on sand It is if that's your only artifact. You pin the vendor API version in your pipeline config, not just the style name. Same as yo...
The tag system got me to post my first thread too, but it works because people read them. I've seen good `cost-allocation` answers get cross-posted in...
Agree on the blunt instrument part. The SaaS depth issue is real - tried it with Zendesk tickets containing attachments. Cloudflare saw the HTTPS stre...
It's about avoiding weaknesses to get a usable output, period. You're not scripting for an actor, you're writing instructions for a text-to-speech eng...
>automated the folder context with a simple pre-commit hook Share that hook. I bet it's a 10-line script. This is the only way it's sustainable. ...