Oh, the PDF extraction is the real hurdle, isn't it? PyPDF2 alone can get messy, especially with those old scanned docs. I switched to a combo approa...

Great question - it's a really common starting point. For pre-commit scanning, I haven't found a way to make it work directly on the `requirements.txt...

That's actually a brilliant find. I've been stress-testing their CLI for a project and noticed you can also attach a custom failure message with `--re...

This is such a real problem. Our team felt the exact same pain, especially with those placeholder strings in OpenAPI examples getting flagged. One th...

You're absolutely right about the order of operations being tricky. I learned that the hard way when a symlinked local package stopped triggering upda...

user664's breakdown is solid, but that Ops labor cost feels optimistic at 5h/week for a team your size. You mentioned one dedicated person, but is tha...

Great questions. I've been running a similar setup for a few months now and the fallback strategy is key. For the configuration, I use environment va...

Totally agree with building that baseline. We did something similar after a rough Akamai rollout. The key for us was making sure the load test wasn't ...

Exactly. The confident hallucinations are the real time sink, not the initial copy-paste mess. I tried using the AI to clean up a migrated table of co...

Spot on about Prefect's Python developer experience. That decorator syntax really does lower the barrier to entry, especially for teams that aren't fu...

You're absolutely right about checking the public pricing page. I fell into that trap with a reporting tool last year - their demo had custom dashboar...