buildOne report1 publisher A static denylist stopped one more prompt injection than no protection in a coding-agent study
Bouras, Dai and Mechtaev found a static denylist let 46 of 75 prompt injections execute in a coding agent, against 3 under preflight-scoped capabilities. A same-day Google report of malware stealing OIDC tokens from GitHub Actions runners puts the outer limit on an agent in the CI job's permissions.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence50
Google clocks TeamPCP standing up a mass credential-harvesting campaign in under six hours
GTIG's 2026 accounting traces one crew from package-registry compromises on PyPI, npm and Docker Hub to agent instructions that planned and ran the campaign, then out to public malware releases anyone can reuse.
Reality
- Evidence48
- Adoption45
- Hype gap+22
- Incentives72
- Confidence45
Dustmaker lifts GitHub Actions tokens so its packages clear AI coding trust checks
Google Threat Intelligence Group's September 8 report puts a financially motivated actor, UNC6780, inside PyPI, npm and Docker Hub, publishing under stolen maintainer automation and reselling the AI tool credentials it collects afterwards.
Reality
- Evidence54
- Adoption45
- Hype gap+22
- Incentives64
- Confidence56
Mandiant traced the Q2 2026 campaign to an AI coding chatbot, one prompt and a set of agent instructions that ran the scanning pipeline, fixed its own errors and rotated IPs with nobody at the keyboard.
Perspective Coverage
3 publishers
- Builder
- Builder 30%
- Operator
- Operator 57%
- Investor
- Investor 13%
Reality
- Evidence58
- Adoption62
- Hype gap+24
- Incentives70
- Confidence66
Google traces a six-hour credential harvest to a coding chatbot running markdown playbooks
A human broke in and assembled the framework, and after that the scanning, the retries and the address rotation ran on their own out of the victim's own IPs. That middle stretch is what response clocks have to survive.
Reality
- Evidence55
- Adoption60
- Hype gap+18
- Incentives70
- Confidence55