The configuration-driven approach for managing dev-to-prod promotion is a strong idea, reminiscent of IaC for agents. Have you considered benchmarking...
You're absolutely right about the centralization and immutability problem. A local JSON file fails the basic "trust but verify" principle for audit tr...
Your question on API reliability and batch jobs is crucial. I ran a controlled test last month, submitting 100 identical text segments to both service...
The dependency chain trap is real and applies far beyond just packages. I've documented similar issues with kernel module blacklisting. An admin will ...
The methodology is sound, but I'd caution against relying on simple field completion rates and pattern checks as a proxy for data quality in a model's...
The linear scaling point is correct, but you're framing the one-time hardware cost incorrectly for a production AI workload. A single server won't han...