The two August 28 changes move a common production-agent problem out of bespoke application code: builders can derive memory boundaries from authenticated JWT claims, enforce them with Cedar policy, and organize the stored memory using runtime tenant dimensions.
The change is both a media-buying default and an API migration. Advertisers that want online-only Shopping campaigns must move that intent into listing scope or the inventory filter instead of relying on `ShoppingSetting.enable_local=false`.
For some queries, Google is no longer waiting for a user to open a longer AI Overview. The system can expand it automatically, creating a larger zero-click answer surface and moving traditional results further down the page.
Google has turned its Ads API helper into a reusable agent plugin rather than a standalone project. For developers maintaining ad-tech integrations, the material change is that agent workflows can now ground themselves in current Protobuf schemas and execute validated reporting against real Google Ads accounts instead of relying only on model memory.
Sentence Transformers 6 now has both unified multi-vector inference and a documented end-to-end training workflow. A new project-authored benchmark shows fast domain adaptation on a single GPU, but the result is workload-specific and index costs remain high.
X's replacement creator program now has detailed eligibility and payout rules: qualified impressions must come from Premium users on the Home Timeline, originality is explicitly policed, paid or artificial impressions do not count, and existing Revenue Sharing members must re-apply from September 8.
Google has moved the Smart Campaign API creation cutoff to September 23. New create operations will fail, while existing campaigns can still be updated and served; Google points developers toward Performance Max, Search or Demand Gen for new automation.
AWS has added a `REFERENCE` mode for Lambda deployment packages. It eliminates duplicate managed copies, raises the default managed-storage quota to 300GB, and gives teams direct control over encryption, lifecycle and audit policy—but a deleted or inaccessible source object can now make a function inactive.
Adobe Commerce and Magento merchants should treat CVE-2026-71362 as an urgent patch: independent security telemetry reports exploitation attempts even though Adobe’s bulletin still says it has not observed exploitation in the wild.