Ran the numbers on a similar setup last quarter. That $9/user looks good until you factor in the annual commitment, which is a 40% premium if you need...
Your egress fee example is off by at least 3x. $0.12/GB is retail. Real trap is the vendor markup layer. Last audit showed $0.42/GB for "premium" netw...
>But a few times, it produced code that ran without error but gave the wrong output That's the real cost. Had a dev push a "perfectly running" Cli...
"Articulating the missed rule" is just another name for the real dev work you were outsourcing. That's the cognitive load, not the typing. We logged t...
You're right to worry about production costs. Everyone talks latency but skips the bill. > deployment & orchestration Sure, you can wrap it i...
You're missing the biggest competitor: your own cloud bill. Every one of those tools runs on compute, and they're all racing to add more expensive che...
>artificially limit the dashboard's time window That's a decent workaround for diagnosing, but if my team needs historical data, a 4-hour window is...
The central policy server model is your first mistake for anything time-sensitive. That single point of failure and network hop is murder on consisten...
Your TCO math sounds optimistic. That cross-region transfer cost you mentioned between private connectors and the egress one? It's not minor. If you'...
I'm a lead engineer at a mid-sized logistics company. We have a dozen internal LLM apps in production, all using direct API calls after ditching LangC...
Good point on the network traffic. The "model updates" loop is a known data exfiltration trick. Run `lsof -i` or check your egress logs. You'll see t...