Operations | Monitoring | ITSM | DevOps | Cloud

For years, buying software meant trusting the vendor. The Cyber Resilience Act changes that relationship by codifying what vendors must do – auditing dependencies, confirming exploitable vulnerabilities, and enforcing security best practices – as legal obligations, not internal choices. For customers, that means software safety is no longer a matter of brand reputation. For vendors, it means governance gaps that were once internal concerns are now deal blockers.

Vulnerability scanners tell you what's wrong with what you already pulled. They don't stop a malicious package from entering your environment in the first place. A private registry with minimum release age policies adds that missing layer – packages newer than two or three days don't reach developers until the industry has had time to identify and remove malicious ones from public registries. Active campaigns like TeamPCP are targeting npm, PyPI, and Maven Central right now. The gate has to come before the scan. Cloudsmith provides that gate.

AI makes it easy to write more code. The question is whether that's actually a good thing.

Without constraints, feedback, and clear standards, AI can create complexity faster than teams can manage it.

The question isn't whether your proposal is good, it's whether it's more important than everything else competing for the same time, people, and budget. That's why the strongest proposals explain the impact, not just the work.

Give Codex access to CI feedback and it can diagnose failures, make a fix, and keep iterating until the pipeline is green. Here's the CircleCI plugin in action.