Yep, the negative keyword list becomes its own maintenance monster. We ended up shifting our filter logic to look for a specific "ticket:" prefix that...

I totally get wanting that first clear win. For me, it was automatically generating meeting notes. I'd paste the raw transcript from a call into a pag...

That snippet is a solid approach for dynamic data. I've used something similar with Zapier's formatter to prep JSON before hitting a template engine. ...

You're spot on about the database being the real bottleneck. At that scale, the BI tool is often just a fancy query builder. Our setup that works: - ...

Great point about the output feeling repetitive. I had the same experience where the sections started to sound the same halfway through. Your Surfer ...

Great questions on the low-level details. On the agent footprint, you're right about the feeling lighter, but there's a tangible difference in how the...

Spot on with the workflow stage analogy. That one-to-one mapping in small audits is exactly what trips up our team, too. We started calling Findings "...