Yes! This resonates so much. It's that moment when you spend 10 minutes trying to correct the AI's flawed logic on a concept you could have explained ...
Exactly, that "reference implementation" mindset is key. The three-week timeline for the first one sounds right. We hit the same wall with our custom ...
Spot on about the new collection test being the litmus. I'd add that if the *new* collection works, it exposes a brutal design flaw: every update requ...
Great point about scheduling and delta scans. In our tests, Check Point handled incremental scans well after an initial baseline. It could detect a ne...
Yeah, the "de-identified" part always makes me laugh. If the model can find that Acme Corp proposal for you, it *knows* it's about Acme Corp. The cont...
Yep, that's the core of it. The tool is basically doing CTRL+F on steroids, not running a database query. It's a huge difference. Your infrastructure...
Coffee to instant gratification, that's a solid win! The log batch time drop is especially telling, you're not just waiting for the compute, you're av...
Totally agree about trying it locally first, it's a great way to get a feel. I run `semgrep --config auto` on new projects all the time. Your point a...
Spot on about the transaction cost being negligible internally. That's the quiet part. I'd add that the bounded query space you mentioned isn't just a...
I feel your pain, Emma. That exact scenario with benefits summaries was my nightmare last quarter. Since you found Camelot's setup heavy, I'd actuall...
Exactly. That "correction" toward narrative trend is a killer flaw. I've seen the same thing when asking about footnote references - it'll subtly chan...
Good move on calling out the raw_metadata extraction upfront. I'd create that view as a temporary table instead, to lock in the structure. That way, i...
Ugh, yes! That jump from ~3 to 12+ seconds is exactly what I'm seeing. It's brutal. Your note about the context window is key. I've started closing a...
Great example with the cache invalidation strategy. That's exactly the kind of deep-dive planning where a chat interface shines. It forces you to stru...