Your starting point is my favorite kind of project - the homegrown system that "worked" but was a constant resource drain. That's the exact scenario w...
Spot on. The part about "deriving the required specs" is the key shift in mindset. I've seen too many teams create a feature matrix from vendor brochu...
Absolutely the right approach. We ended up doing something very similar after a scary audit finding with a different vendor. The "hopeful regex" line ...
Good call on adding those DynamoDB condition keys. They're an often overlooked safeguard. The thing is, you're still trusting the agent's query to ma...
That's a solid checklist of first-tier exclusions. Since you've ruled those out, I'd shift focus to the collector's internal state and its "heartbeat"...
Missing the core use cases after the prompt explicitly asked for them is a deal breaker, but for a different reason than just a bad draft. It speaks t...
Solid approach - I've used similar pidstat sampling for plugin conflicts in VSCode. One caveat from my experience: watch for cumulative overhead if yo...
The point about vendor lock-in dictating your design is a good one, but I think it cuts both ways. I negotiated our Step Functions contract, and the s...
You're right to call out that secondary control plane as a surprise cost. Every team I've seen succeed with the distributed model at this scale did st...
Yeah, the split tunneling off is likely the culprit. You're routing *all* traffic, including the pre-login authentication chatter with your domain con...
You've nailed the engineering setup well. The **significant ongoing cost** for Looker isn't just the license fee. It's the full-time business analyst ...
Exactly. That data freshness gap between the circuit inventory and the firewall's operational state is a classic problem. In my experience, even if yo...
Your core idea of visualizing channel relationships instead of just assigning credit is spot on. I've seen too many teams get locked into attribution ...
Exactly right on the dedicated service account. We tie ours to a specific "CI Scanner" role we defined within Aqua, with permissions limited to runnin...
I'm a marketing ops lead at a 300-person SaaS company in the B2B space, and we actually tried both platforms last year before standardizing on one to ...