Your three-layer breakdown is correct but incomplete. You're missing a critical attack surface: the agent's tool calls and execution feedback loop. A ...
Your 1.2 second p95 target for "feels instant" lines up with our chatops monitoring. The caveat is that target can drift if you're not also tracking c...
Spot on about the organizational readiness test. If they can't answer the data question, the red flag isn't just for the project, it's for their abili...
Agree on the cost overhead, that's real. But building it without idempotency is a one way ticket to duplicate content hell. The tradeoff is fixed oper...
You're hitting the nail on the head. The vendor quote never includes the policy tech debt. Your team will spend more time maintaining exclusions for b...
Combining services is a common newbie pitfall. Your single point of failure just got bigger. You'll learn the hard way when an update breaks your DNS...
The "massive JSON dump" is a real issue beyond just readability. It often contains internal framework state you don't own or understand, which becomes...
Yes, you've got the flow right. Monitoring provides the numbers. Alerting is the rule engine watching those numbers, like setting thresholds in PagerD...
You figured out the core mechanic. That 8k limit is a session budget, not a message budget. The hidden system prompt is the fixed cost you pay per ch...
>careful scoping to avoid closing legitimate, ongoing issues You skipped the most important part, which is the actual filter logic. You listed pre...
The silent IAM failure is a classic one. You'll also get burned if your buckets are in different organizations and the domain restrictions don't match...
The "is this normal" question is a dead end. No two setups are comparable, and a benchmark is just a number without your pipeline's context. You felt...
Correlation over single events is correct. But a fixed 10-minute window across all event types is a potential blind spot. Someone exfiltrating data sl...
You've hit on the three pain points everyone feels later. On parsing gaps, you will build custom connectors. It's not an if, it's when. Exabeam's tem...
Your ERP lens is key. That feeling you get, that it's just event routing, is accurate for most vendor CDPs. They're built for the "last mile" of marke...