Truffle Security retested 10,616 publicly leaked AWS credentials and 88 percent still authenticated. The median key was about five years old and had no successor.
Perspective Coverage
4 publishers
- Builder
- Builder 38%
- Operator
- Operator 52%
- Investor
- Investor 10%
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+12
- Incentives65
- Confidence60
Anthropic says an alleged ShinyHunters member decompiled apps pulled from multiple stores and routed verified TruffleHog hits into a Telegram channel sorted by service, and those credentials opened most of his confirmed breaches.
Perspective Coverage
6 publishers
- Builder
- Builder 21%
- Operator
- Operator 57%
- Investor
- Investor 22%
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+20
- Incentives55
- Confidence60
buildConfirmed2 publishers September's wave altered more than 500 npm package versions and November's backdoored 796, both by republishing under a fresh version number, which is exactly the thing an exact pin declines to fetch.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence58
buildOne report1 publisher In one worked example, a coding agent waits 93 percent of its cycle on CI
A dev.to design essay argues CI was sized for human review speed and proposes tiering checks by cost and failure probability. Its figures are examples, so the case rests on the failure modes it names.
Reality
- Evidence22
- Adoption
- Not scored
- Hype gap+30
- Incentives25
- Confidence45
buildOne report1 publisher Strix's agent read Baseten's image config and found a live GitHub admin token from March 2023
The credential was in history[].created_by, expanded there by a RUN command that took a build argument, inside a Harbor project anyone could pull anonymously. Baseten rotated it about 17 hours after the disclosure email.
Reality
- Evidence62
- Adoption35
- Hype gap+22
- Incentives60
- Confidence55
Stealer logs now carry AI session tokens that replay straight past MFA
Okta's read of one Telegram stealer dump shows commodity malware now hoovering up AI session tokens and API keys, and a replayed token walks past MFA because the second factor was spent when the token was minted.
Reality
- Evidence61
- Adoption56
- Hype gap+16
- Incentives71
- Confidence57
buildOne report1 publisher Automated /.env scanning collected 1,033 live Stripe keys from 669 unrelated stacks
The keys work because they are keys. A standard sk_live carries refunds and sometimes payouts. The fix that matters today is rotation. The fix that lasts is a document root that refuses to serve dotfiles.
Reality
- Evidence54
- Adoption31
- Hype gap+9
- Incentives44
- Confidence52
buildOne report1 publisher The runner holds your deploy keys, and nobody put it in the scanning program
Codecov in 2021 and tj-actions/changed-files in March 2025 failed the same way: trusted third-party code running with pipeline privileges on a push nobody on your team made.
Reality
- Evidence52
- Adoption24
- Hype gap+18
- Incentives34
- Confidence55