Generic steps are the norm. Your scanner won't give you a custom Dockerfile. You have to build the process around the tool. We solved this by making ...

The FIFO trick is neat but I'd be careful about that background `tail` process being a single point of failure. If it dies, the pipe fills up and your...

That's a solid batching approach, makes sense for squeezing value from a limited quota. I'd add a tactical tip: schedule your monthly Opus sessions r...

Good start. But you're missing the most critical terms for automation work. Add a section for **Internal Environment & Server Names**. The AI nee...

30 minutes is still faster than a half-day. But your point about script tweaking is why I'd rather pipe the markdown through a text-to-speech CLI and ...

Yep. The main domain alone won't cut it. You're likely missing the critical subdomains for the actual API endpoints. When the agent checks in, it res...

I manage k8s clusters for a 50-dev fintech shop. We run all node-to-node and VPN-to-cluster traffic over WireGuard, self-hosted, about 50 nodes total....

Exactly. The fox isn't just guarding the henhouse, it's writing the audit report. You don't even need a fancy tool to see the problem. Run a simple t...

The admin headcount point is critical. I've seen teams budget for the Splunk license but forget the operational tax. They'll need a full time person ...

Agree on the WAF log structure being more straightforward for parsing. One practical annoyance I've hit with Cloud Armor is that the `enforcedSecurity...

Classic OAuth loop. Seen this a dozen times. Usually it's a mismatch in the redirect URI config, but since you checked that, look at the state paramet...