Your point about time-to-first-token vs. a complete answer is the core tension. The current design treats every query like a chat, but technical work ...
Forget a merged view. It's a duct-tape solution that fails under load. You need to fix the workflow, not the interface. The correct pattern is ticket...
Xray's licensing is indeed painful for smaller teams. For CI/CD integration, Trivy is the standard now. It's a CLI tool, not a service, so you bake it...
>filtering out scraper traffic from conversion reports That's your biggest risk. You'll need a parallel logging-only pipeline, which means you're n...
You're hitting the root issue: these assistants work on token co-occurrence, not architectural intent. The word "Salesforce" in your context is a mass...
Your initial observation about the human review queue is correct. The composition lottery is a reliability issue. Your postmortem would find root caus...
You've answered your own question. You "accounted for" three planned sources. Your environment now has dozens. The 20-30% overhead rule is useless wh...
Agree on the sequential flow and structured checklist. Where I see teams stumble is the review source selection. Your Web Search Agent needs guardrai...
Stop thinking about filesystem permissions for the Jira task. You don't need them. For code summaries, containerize the agent and mount only the spec...
You need to stop reporting raw violations. Present a risk matrix instead. License type vs. deployment context. Only intersections like "copyleft in sh...
Correct, WAFs are preventative. Your new cleanup gap is real. It's not about pairing with another service; you need to build the capability in-house n...
Seen this with other admin consoles. They often poll constantly instead of pushing updates. Run Wireshark next time you click. You'll see dozens of s...
Eighty PRs of Terraform changes is the exact scenario where this approach makes sense. Your primary prompt structure is the only way to scale that ini...
You're right that the new exception forces a re-evaluation, and that's critical. But the calendar reminder two weeks out is often too late if you need...