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Showing 121–140 of 382 dossiers
CS-4 combines three WSE-3 Turbo wafers with Cerebras’ Nexus rack design. The practical shift is architectural: compute, power and I/O become modular, while Cerebras now says the same platform is intended to support CS-5 in 2027 and a 3D-memory CS-6 generation after that.
Groq 3 LPX is moving from architecture announcement to manufactured infrastructure. Artificial Analysis measured about 3,400 output tokens/s at both 10K and 100K context on an NVIDIA-hosted private endpoint, but the single-concurrency benchmark does not yet establish public-cloud price, multi-tenant throughput or end-to-end agent speed.
Google’s September Search changes now form a broader migration story: legacy campaign-level Broad Match and standalone Automatically Created Assets settings will be converted into AI Max, while language targeting stops affecting Search delivery and related API mutations begin failing.
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.
Email operations can now query Resend’s deliverability and engagement data directly through `/emails/metrics`. The API makes bounce and complaint thresholds, domain-level trends and campaign reporting usable by internal dashboards, scheduled checks and agents.
Google Ads now documents positive-only AI review summaries inside Search ads in the US, UK, Australia and India. Advertisers cannot customise the text; source, opt-out and reporting controls remain unclear.
The existing coverage-first mode keeps more query detail at the cost of possible series growth. Cost-first applies all reductions but only restores detail within the same series budget; it is a guardrail against metric-cardinality spikes, not a guarantee of a fixed bill.
This is not a normal ranking update. Google is changing the structure of commercial search results in the EEA under the Digital Markets Act, creating explicit result surfaces for vertical search services and suppliers that do not appear the same way elsewhere.
The change turns webhook reliability from a mostly passive retry problem into an inspectable operational surface: configuration tests, event-specific failure state, owner alerts and health endpoints give email systems earlier warning when downstream integrations are broken.
The change is not about where database rows live; Cloud SQL already has regional instance placement. It changes where API control traffic is processed, reducing dependence on global frontend infrastructure and making data-in-transit boundaries easier to align with sovereignty requirements.
Google Ads API v26 begins a twice-monthly update cadence. Minor releases remain additive and sunset with their major version, so developers need a faster discovery workflow rather than twice as many breaking migrations.
Stalwart 1.0.3 adds blob encryption/compression and a role-permissions repair switch; the previous 1.0.2 mail-at-rest reset still needs explicit administrator action.
ChatGPT Ads replaces new-campaign bid ceilings with Target CPA/CPC from Nov 9 and retires legacy controls Jan 1, 2027.
The concrete API price and access limits close a key gap in the October launch: developers can cost Wonder through Model API but must not confuse maximum reasoning effort with Wonder Full.
Google Ads' new channel-priority controls offer a way to test Search partners and Display without giving them unrestricted budget, but the limits are not guarantees and Demand Gen has no allocation caps.
Coolify 4.7.0–4.7.3 adds automatic cancellation of old queued webhook deployments, tighter API/SSH security and vulnerability scanning, with follow-up access fixes.
Google's distributed SQL database can now run in production beyond Google Cloud, but 'deploy anywhere' doesn't mean free or fully managed. Spanner Omni GA brings security, backup and paid commercial licensing, with important limits on its developer edition.
Developers can submit tool integrations to Google Search and Gemini using MCP, but access is phased, users must connect apps, and Google reviews submissions.
AWS’s agentic pentesting service can run multiple security tasks in parallel, so billable task-hours may exceed wall-clock test duration. New per-run task-hour limits stop a test gracefully at the ceiling and preserve findings, while targeted revalidation checks specific fixes without rerunning the entire pentest.
PostgreSQL operators gain per-statement and per-transaction estimated-cost limits across versions 14–18, useful for runaway reports and ORMs. The guard is disabled by default and can be bypassed by users allowed to change planner cost parameters.