New SaaS cohort data challenges the habit of waiting six months to pitch an upgrade. The strongest seat and plan expansion window is the first month, while year-one renewal creates a second chance; AI-native customers are more likely to reactivate after churn.
The notable shift is not another AI visibility report. Google is testing a direct payment loop between content used to ground generative answers and the publishers that supplied it, with the payout surfaced inside Search Console.
Self-Hosted Machines changes the architecture of Cursor’s Cloud Agents more than another model option would. Teams can keep code, build outputs, secrets and terminal/browser actions on infrastructure they control, but the planning/inference loop remains a Cursor service and enterprise teams become responsible for worker images, scaling, secrets and production validation.
The settlement has crossed from proposed agreement to approved operating constraint. Meta now says the two-hour limit counts activity across Facebook, Instagram and detected multiple accounts, while teens also gain controls for non-algorithmic feeds and autoplay; most terms are required to remain in place for ten years.
Amplitude’s new consent gating separates the visible experiment experience from persistence and measurement. Sites can avoid experiment flicker before a consent decision, but denied users’ buffered impressions are discarded and Analytics consent still has to be handled separately.
Google Cloud’s Developer Device Platform is now in public preview with remote physical-device streaming, parallel emulator testing, smart sharding and an agent skill that can drive multi-step journeys, inspect visual issues and feed fixes back into coding agents. It is billed per active device minute and remains a pre-GA service.
R2’s new `us` jurisdiction gives object-storage users an explicit US data-residency guarantee, with jurisdiction-specific S3 endpoints and Workers bindings. Existing unrestricted buckets cannot simply be flipped into the new jurisdiction because jurisdiction is immutable after creation.
Shopify is turning off its old cross-merchant catalog REST API on November 2. The replacement is a UCP-compatible MCP server, not a renamed URL: agents must remap tools, payloads and saved-catalog identifiers.
The replacement is not a drop-in path rename: Cloudflare separates domain search, availability checks and registration operations into newer endpoints, so old registrar automation can break after the cutoff.
The October Shopify API is now production-stable. Apps adopting it must audit financial mutations, removed GraphQL fields, customer-segment filters and discount rollout schedules rather than relying on the earlier release-candidate checklist.
A November 6 tinyjs patch repairs Windows builds broken by 0.71.0. Because affected apps cannot launch their updater, operators must rebuild and redistribute them.
A Composer update can now close previously public Pollora attribute-based REST endpoints unless they explicitly grant access. Pollora 13.40.2 also repairs the E-commerce starter's first-install crashes.
The self-hosted deployment platform's November 2 release changes how teams delegate infrastructure control. Existing integrations using write-only tokens for deletions may fail until explicitly reauthorised.
Computer Use is now GA in both Gemini APIs, but it is an action-planning tool, not a hosted remote desktop: clients execute clicks and keystrokes and must handle safety decisions.
The live census still finds flat/platform pricing ahead of per-seat, but its latest 31% share, 1,855 priced-company denominator and 96% sampled extraction audit supersede the October 2 dossier's figures.
Publishers can opt out of AI model training without necessarily leaving traditional search or AI citations. Microsoft's new page-level grounding controls introduce a migration trap for sites relying on legacy NoArchive/NoCache settings.
Old third-party JavaScript includes can become a live supply-chain attack when their domains expire. DeadTag shows why removing abandoned tags and monitoring what scripts load is operational security, not housekeeping.
Cloudflare saw roughly 22,000 weak-chain TLS handshakes, about 160 unusual forged certificates and 50 million skewed challenge-page probes. The data indicate continuing exposure, not 22,000 successful attacks.