buildOne report1 publisher Databricks Apps can now query Unity Catalog data as the signed-in user
Databricks made on-behalf-of-user authorization generally available in Databricks Apps, so queries run under the signed-in user's Unity Catalog permissions. Row filters and column masks apply without app code, so the builder's remaining job is choosing which identity each request carries.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+5
- Incentives60
- Confidence55
buildOne report1 publisher Storm-3168 deleted Azure storage and a Key Vault in seven minutes using a service principal's existing roles
Microsoft says Storm-3168 used a compromised service principal to delete Azure storage accounts, a Key Vault and an App Service plan in about seven minutes. The deletions ran on roles it already held, so role scope and locks had to exist before the credentials leaked.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence55
buildOne report1 publisher Coding-agent hard limits belong in scoped credentials and CI checks outside the system prompt
Coding-agent teams should move their top three irreversible actions behind checks outside the model, a dev.to guide argues, because prompt rules are advice. The argument rests on how prompts are wired, and the post's own release advice weakens one of its three objections.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence40
JFrog has documented an on-behalf-of exchange so agent calls reach Artifactory as the signed-in user. The price is the Gateway's cached tool search, which per-user discovery gives up.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+15
- Incentives70
- Confidence60
AI agents turn the endpoint inventory into a record of permissions and actions
Only 36% of IT staff in an Automox survey feel highly confident in their endpoint compliance visibility, as AI agents start acting on managed devices. Agents inherit their launcher's rights, so teams now need a record of what each may do and what it did.
Reality
- Evidence40
- Adoption50
- Hype gap+25
- Incentives80
- Confidence40
MetTel's CTO wants AI agents governed like privileged employees after three sandbox lapses
MetTel CTO Ed Fox says AI agents need scoped permissions and audited trajectories, citing sandbox lapses involving Anthropic, OpenAI and Moonshot AI models. His privileged-user model handles access granted by mistake, but agents that try another route when blocked need monitoring built for that behavior.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+20
- Incentives40
- Confidence40
buildOne report1 publisher Twenty-two read-only checks price idle AWS resources, though five findings cost nothing
A Python tool called zombiescan sweeps every enabled AWS region in about 20 seconds using only Describe, List and Get calls, and the one sample run its guide publishes returned 86 findings that all price at zero dollars a month.
Reality
- Evidence55
- Adoption8
- Hype gap+25
- Incentives60
- Confidence45
buildOne report1 publisher Azure Policy declines the D-series request before the deployment bills an hour
A dev.to walkthrough puts the spend limit in an Azure Policy deny rule bound to one resource group, with a two-SKU allow list and a custom RBAC role whose only actions are read and restart. The gate declines the request at deployment time.
Reality
- Evidence45
- Adoption8
- Hype gap+40
- Incentives35
- Confidence42
buildOne report1 publisher MCP's confused deputy runs on the standing token provisioned at install time
The SANS 2026 survey puts 74 percent of businesses on standing credentials for autonomous AI, with no single control above 40 percent. The two MCP incidents most often cited as proof have different root causes.
Reality
- Evidence42
- Adoption38
- Hype gap+22
- Incentives58
- Confidence45
buildOne report1 publisher Bold.org's internal agent runs on read-only credentials to five company systems
A retrospective on oioannou.com describes an agent that began with read-only ClickHouse access in January 2026, grew into Slack, Linear, PostHog and Grafana through thin CLI wrappers, and now consumes billions of tokens a month.
Publishers:oioannou.com
Reality
- Evidence40
- Adoption32
- Hype gap+14
- Incentives45
- Confidence46
Australian Signals Directorate moves the agentic AI security boundary from model to harness
The Australian Signals Directorate has published guidance placing agentic AI's enforcement point in the harness, the software layer that decides which tool calls run and with what permissions. Its remedies are configuration and logging.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+12
- Incentives28
- Confidence65