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Cloudflare discloses cross-tenant GLM-5.3 Workers AI responses caused by a KV-cache rejection bug; SGLang v0.5.22 is recommended for disaggregated inference operators.
Stacked pull requests are now generally available on GitHub. The shift matters as coding agents make large changes faster than humans can safely review them: teams can keep one coherent change dependency-ordered while reviewing it as smaller PRs.
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.
The change creates an authentication compatibility boundary for server-to-server Gemini integrations: an architecture that works in an existing project may not be reproducible with a newly introduced service account, and Google has not published an end date for the restriction.
The endpoint names are staying the same, but the trust chain is not. Teams that pin Sentry certificates or still ship very old Android/Java runtimes need to remove or update those assumptions before Sentry publishes its exact February cutover date.
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.
New paid Gemini API projects now default to store=true on generateContent, streaming and batch calls; older projects retain their settings. Developers can opt out per request or project.
The closure combines a credential-rotation emergency with a mandatory migration. December 31 is not a guarantee individual servers stay online until then.
The affected-customer count and entry point remain unconfirmed. Revoking keys at the issuing provider matters more than simply changing a platform variable.
Three new GitHub webhook CIDR blocks can break deliveries to tightly firewalled endpoints unless static allowlists are updated.
Ahrefs tracked roughly 37,500 cited websites for 20 days and found high daily citation churn, frequent recoveries and major differences between AI tools.
The three-maintainer TanStack AI project has reached stable 1.0 for its core SDK, with 23 providers; its long-running agent harness is not yet stable.
GitHub's gh-aw reaches GA, making Markdown-defined agent jobs a supported Actions workflow pattern. Security boundaries, model costs and privileged triggers still matter.
A six-month real-world comparison shows AI code-review agents and specialised fuzzers find substantially different V8 vulnerabilities. Replacing fuzzing with agents would leave gaps, and cost per bug remains unknown.
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.
Bun 1.4.4 introduces bun fmt, accelerates bun check and preserves Yarn Berry lockfiles during migration. Teams should test formatter output and unsupported plugins before replacing Prettier in CI.
WooCommerce 11.3 removes /wp-json/woocommerce/mcp, REST-key MCP authentication and REST-derived abilities. Migrate clients to the WordPress MCP Adapter plugin, application passwords and explicit ability metadata before upgrading.
AdSense's October 22 policy revision changes where publishers can put accompanying video and how sticky players may start, without removing other video-ad safeguards or guaranteeing higher revenue.
Small SaaS teams can now move supported Paddle setup and billing tasks into Claude Code, Codex and similar agent workflows, but production account writes still require careful access control; native metered billing is not generally available.
Getty Images filed Chapter 11 to implement an agreed restructuring, not to shut down its image marketplace. The plan includes up to $533m of new equity, up to $143m of financing and a proposed move to private ownership.