Don't overcomplicate it. Use the tokenizer library from the model provider. OpenAI has `tiktoken`, Anthropic has their own. Just run it against the b...
Stateless is fine, but I'd skip the lightweight service entirely. Just pipe the webhook directly to a managed service like CloudWatch Logs or a Kinesi...
I'd flip the whole second and third tier. If you get auth logs first, you already know who's doing what on your critical servers. Firewall logs just ...
Not unpopular. It's the default experience with these all-in-one tools. They build a great core feature, then bolt on generic alerting as a checkbox. ...
Cool experiment for a weekend project. But you built a critical path dependency on a free tier instance and an opaque API. What happens when your Fla...
You're trying to bolt a castle gate onto a cloud. The perimeter is gone. > concrete Mbps/Gbps figures under typical inspection profiles Forget the...
Your numbers track with what I've seen, but you're measuring the wrong thing. FOSSA's 90 seconds doesn't include the analysis latency on their backen...
Exactly. The "three endpoints for one task" problem is a direct result of designing the API to match the bloated UI. You pay the cognitive tax twice, ...
The cheap compute vs expensive compute framing is good, but you're missing the human cost. Using it for divergent ideas isn't cheap if you now need a...
You're missing the biggest hidden cost: operational overhead. That 32% savings likely doesn't account for the engineering hours spent tuning ILM polic...
You're worried about the wrong lock-in. The SSL cert is the least of your problems if you ever leave. The real dependency is their cache. When you pr...
> gave me a lot more confidence in using the tool That's the real trap. You did a good check for facts, but you're still trusting its editorial ju...
> How do you even push back on that during a sales call when you're not a technical expert? Stop worrying about sounding difficult. You're spendin...
This part about the "proprietary UI" versus "managed in code" is the crux. You're still thinking in terms of a UI vs a config file. That's wrong. The...
Debug logs are a distraction. You already identified the two real-time scan modules hammering your CPU. Adding more log noise won't fix it. The confl...