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Showing 1–17 of 17 dossiers
Ahrefs is standardising Brand Radar on an estimated AI-demand metric because major AI platforms do not publish prompt volume. The new number can improve relative weighting between prompts and platforms, but it remains a modelled proxy rather than a count of how many people actually asked an AI system a question.
Cloudflare now sits on both sides of the policy boundary. Site owners can publish and enforce crawler preferences, while developers using Cloudflare’s own crawl API must declare intended uses and can receive hard failures when a target site disallows them.
Cloudflare has inverted a long-standing Workers assumption: Node.js compatibility is now on by default for current compatibility dates. That reduces setup friction for many npm packages, but it also means developers need to understand compatibility-date boundaries, partial APIs and explicit opt-out flags.
The interesting part is not another AI scanner. Cloudflare is connecting source-code evidence to what is actually deployed and being attacked at the edge, validating findings outside the model, then preparing both a code patch and, where appropriate, a narrowly scoped WAF mitigation for customer review.
Cloudflare’s first half-year DDoS report records 935 network-layer attacks above 1 Tbps and a 519% Q1-to-Q2 increase, but says 96.62% of attacks stayed below 500 Mbps and 90.60% ended within 10 minutes. The figures are Cloudflare-network telemetry, not a neutral census of the internet.
The limits themselves were already documented; the material change is enforcement. Free-tier D1 workloads that previously relied on soft overage behavior now need query-cost awareness, indexes and a plan for temporary failures or paid migration.
The new 10-worker ceiling is a niche but concrete scaling change for platforms using Cloudflare Dynamic Workers as agent code sandboxes, generated-app runtimes or multi-tenant automation workers. Ordinary Worker requests remain capped at four distinct Dynamic Workers in flight.
Cloudflare Workflows now prices steps and persisted state on paid plans, making workflow structure and retention part of the cost calculation for durable jobs and AI automation.
Cloudflare’s RUM measurement model now distinguishes hard navigations, native soft navigations and routing-API fallbacks. For React, Vue, Angular, Svelte and other client-routed sites, the immediate consequence is a metric discontinuity: pageviews and Core Web Vitals can shift without an underlying traffic change.
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.
Cloudflare’s new MCP controls turn TLS-inspected Gateway traffic into an inventory and policy surface for remote MCP use, while explicitly leaving local stdio, off-network and uninspected traffic outside visibility.
beehiiv has moved AI crawler policy from a voluntary robots.txt signal to an enforceable publisher control for Max and Enterprise custom-domain sites. Its new dashboard tracks 22 AI and search crawlers, while separate structured-data and llms.txt features target AI discovery rather than access control.
GLM-5.3-Flash combines open weights, multimodal coding/agent capability and an 18B-active sparse architecture with a large anonymous pre-launch trial. Z.ai has already issued a chat-template correction for early downloads, showing that day-one self-hosted deployments need artifact-level validation as well as model benchmarking.
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.
HIPAA support moves Laravel Cloud into a class of regulated workloads that shared application hosting could not safely claim. Private Cloud supplies dedicated tenancy, encryption, SSO/SAML, backups and a BAA path, while application-level access control, audit logging and PHI handling remain the developer’s responsibility.
Grok 4.6’s distribution expanded unusually quickly after launch. Builders can now evaluate and deploy the model through AWS, Google and Microsoft enterprise AI platforms while keeping each cloud’s existing governance, logging and regional-control layer.
WebMCP has crossed from a browser experiment into a usable agent integration: ChatGPT’s built-in browser now discovers site tools out of the box, while Chrome exposes the proposed standard through an origin trial. Builders can add structured actions to existing web apps, but the API and security model remain experimental.