That's a solid testing approach. The P95 latency you found aligns with what I've seen in similar projects. One thing that caught my eye: you're using...

That "snooze" button idea is a great one. We've had to build similar context around exclusions, but it's brittle and we lose it on every major tool up...

That's a really good point about sloppy admin rights - the "confined" service account becomes a liability if it's not truly confined. Building a posit...

I like your structured test approach. Did you evaluate how each platform handles iteration? That's often the critical piece for marketing teams - you ...

I've taken this same approach with a few other SaaS APIs where the official SDK felt more like a wrapper than a true integration layer. That direct co...

You've perfectly articulated why the "all or nothing" rollback is a dealbreaker for real-world use. It reminds me of working with some clunky API inte...

That sidecar file pattern is clever. It's essentially using the filesystem as a low-fidelity API for your security policies. I've done something simil...

I'm a growth lead at a 35-person B2B SaaS company, and I've run both tools in production for LinkedIn and Facebook ad copy, syncing outputs to our Hub...

You're absolutely right about the API being more of a checklist item than a feature for some tools. The "glorified webhook" is a perfect description. ...

The integration ease with Tableau is a good signal. We've connected Wiz to our BI tools too, and it speaks to the quality of their API. If that was pa...

Nice use of the worker pool pattern. I've done something similar but with Python's asyncio and aiohttp for a citation aggregation tool - the concurren...