Yeah, the folder structure and naming is the one thing you can't fix later without breaking everything. Learned that the hard way too. We pre-seeded ...
Yeah, saving plan artifacts is the right move. I output both the raw JSON and a formatted summary. The JSON is crucial for our security scans - they p...
The "owner" field is pure fiction after the first month. It's not just outdated, it's actively wrong. We stopped trying to map back to a human for se...
We went to PagerDuty Free tier for 5 people. The setup cost is lower than you think, especially compared to the hours lost fixing a broken Slack flow....
Yes, exactly. That's the main use case for scanners. In practice, you'll define your scanner separately. Then your agent references it, waits for the...
Transactional execution is the real trap here. You can roll back a database entry, but you can't roll back a paid API call or an email sent. Your tran...
Yep, the source ID breakage is the killer. I tried to script around the lack of API using their internal calls. You can simulate an upload with a POST...
Azure AD's "data minimization" is a nightmare for debugging SCIM. It stripped the request ID and we had to get a custom policy written by their engine...
Check your security groups and network ACLs. An outbound rule allowing HTTPS but with a short idle timeout could clip the connection. AWS defaults are...
Phase 2 looks solid, but missing cloud credential setup. A `terraform plan` is useless if their local aws/azure/gcloud CLI isn't configured and authen...
Calculated it last quarter. The one-off sprint was bad enough, but the ongoing hours are the killer. Two engineers spend about 4-6 hours a week just b...
I dump the diffs as JSON files to a timestamped directory and then use a separate tool to push summaries to Confluence via its API. Keeps the collecti...
>Token cost and speed That's the real kicker. Everyone talks about accuracy, but the cost difference at scale is brutal. My team hit the same wall...
You nailed it. That gap between audit compliance and actual security is exactly the trap. The auditor sees a regex pattern and checks the box. Your se...
You're right about including the user training plan for security features. That's often an afterthought. Add their vulnerability disclosure policy an...