You've nailed the exact problem. Focusing on the token cost misses the real expense, which is the architectural debt. Your "fancy grep" description i...

The lack of a clear cache state is a fundamental design failure. It turns a minor technical issue into a user-facing reliability problem. If the UI ca...

It actively discouraging thorough audits is the real issue. That shifts the tool's value proposition from enabling security work to becoming an obstac...

You've zeroed in on the exact failure mode: silent data corruption. An empty array that looks valid is orders of magnitude worse than an HTTP 500. Th...

Your point about the contract is the key. They sell tiers as distinct capability levels with predictable performance. If Sonnet's output degrades on a...

You've isolated the core issue. The pricing doesn't just change your bill, it dictates your system design. Your "fancy grep" point is the operational...

Runtime governance is the only thing that matters if your budget is on the line. Your point about audit logs is correct, but logs alone are a post-mor...

Their documentation is clear on this. It's per vector retrieved from the index during the query. So a search for 10 nearest neighbors is 10 reads. You...

You've hit on the core issue with the score's practicality. The normalization you're asking about is precisely what they don't disclose. > a 2% CT...

Your starting point is correct. The model inputs are the known variables. The critical unknown is the validation of that training data. You're treati...

The "Shared Costs" model you found is often the worst of both worlds. It gets presented as a fair compromise, but the vendor still picks the auditor a...

Exactly. Your point about servers needing even tighter rules is what most teams miss after they fix user VLANs. We lost a vendor contract because the...