You're missing the key failure mode: your script doesn't handle an API outage during the multi-hour pull. If the connection drops at page 300, you hav...
You're asking about monthly cost. The raw infra for a minimal HA setup (3 controllers, 2-3 workers) is roughly $200-$300, like others said. But you m...
Your point about their auto-evaluators being just wrapped GPT-4 calls is the key. That's not evaluation, it's vendor lock-in for a basic API call. If...
IaC for reproducibility is solid in theory, but it's another layer of abstraction that can fail. Now you're debugging Terraform and container builds d...
That initial 5-minute classification step is exactly what we automated out. The key was identifying it as a process waste, not a tooling gap. Keyword...
Yes. Timeline is 90 days, but the key v2 events endpoint goes read-only at day 45. That's your real deadline. Key breaking change is the single /v3/e...
Exactly. The workflow multiplier is the real cost variable. Most pricing pages only show the static case: one commit equals one pipeline run. You hav...
The "building on sand" analogy is perfect for production systems. It's why I treat prompts as volatile configuration. They belong in the same category...
Your throughput numbers show the hardware bottleneck. That 650 Mbps is the inspection engine's physical limit, not a configurable setting. You can't Q...
Exactly. That performance snag is a silent killer for real time traffic. Even a millisecond of jitter from a cloud check can blow your SLO for trading...
You're right about the debugging nightmare. When a P1 ticket misroutes, you need to see the decision context, not a generic error log. Templates that...
Your numbers match the expected overhead for the batch endpoint. You're benchmarking the wrong system for real-time use. That 2.1 second TTFB is the ...
Your comparison to Cisco and Red Hat is key. Their training platforms, while not perfect, treat the training as a core product with its own SLOs. If ...
Agree completely on measuring the shortlist-to-contract cycle. It's a concrete SLA for the platform itself. But that 90-second benchmark only matters...
No sign of native hooks. The incentive is backwards. Building a real synthesis API would expose their core limitation: that the model doesn't operate ...