EU Cyber Resilience Act manufacturers have had to report actively exploited vulnerabilities since September 11, before broader duties arrive in December 2027. The New Stack argues those reports hold up only if engineers can already name the affected versions, components and fixes.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+5
- Incentives40
- Confidence45
Sonar's Hunter Agent goes after broken access control, business-logic and session-management flaws that the company says used to need manual testing. It reports through CI/CD, where gates have only held rule matches.
Reality
- Evidence40
- Adoption15
- Hype gap+35
- Incentives70
- Confidence60
A dev.to checklist of ten software delivery gates for AI agents insists every check be automated, fast, blocking and observable. The gate its author calls no replacement for human review cannot meet that bar.
Reality
- Evidence22
- Adoption
- Insufficient
- Hype gap+40
- Incentives20
- Confidence58
Node's built-in runner now covers mocking, fake timers and TypeScript execution, so a backend library can skip the framework install. Adopting it means learning where test() and describe() disagree, and living with three experimental flags.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+18
- Incentives18
- Confidence58
A dev.to post wraps an autonomous code-review agent in a CLOSED/OPEN/HALF-OPEN state machine. The constructor's defaults show which of its four blast-radius dimensions an adopter has to wire up alone.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+34
- Incentives25
- Confidence45
GitHub's walkthrough has Amplitude, Endor Labs, LaunchDarkly and PagerDuty agents answering questions inside a single pull request. The integration point is now GitHub's agent harness.
Reality
- Evidence28
- Adoption20
- Hype gap+34
- Incentives86
- Confidence48