Vercel AI Gateway adds per-user budgets to cap runaway spend
The gateway now meters each teammate against a dollar cap; Vercel also drops an fx AI SDK adapter and daily sandbox storage billing. Plus Debian's AI vote.

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Cap what each teammate can spend
AI Gateway budgets now scope to individual users, on top of team, project, and API-key limits. Set a dollar cap per member and the gateway halts their requests once it's hit — a hard guardrail against one runaway agent or one teammate draining the shared balance.
fx lands in the AI SDK harness
A new @ai-sdk/harness-fx adapter wires fx into the AI SDK harness layer through the HarnessAgent interface, built on the ACP harness. If you build agents on the AI SDK, it's a fresh drop-in path to run them.
Sandbox snapshot storage now billed daily
Vercel Sandbox now recalculates snapshot storage costs every day at $0.08 per GB-month, so charges track what you actually keep rather than a coarse estimate. If your agent runs stash sandbox snapshots, watch the new line item.
Debian says yes to AI-assisted code
Debian developers passed a General Resolution permitting 'responsible' use of generative AI in contributions — human review and testing mandatory, and the contributor fully accountable for every line. One of open source's most conservative projects just opened its doors to AI-written patches.
25 GPU clouds audited, many leaking
SemiAnalysis spent four months probing 25 GPU cloud providers and found widespread lapses: cross-tenant remote-code-execution from years-old CVEs, misconfigured InfiniBand keys, and exposed monitoring dashboards. Renting from a smaller 'neocloud'? Don't assume tenant isolation holds.