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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.
Cloud Run sandboxes now cover all resource types. The August 5 expansion matters for builders whose agents or automation run in batch jobs or continuously pulling workers rather than HTTP services, while the feature remains pre-GA and shares CPU and memory with the host container.
Edge Scripts no longer have to sit behind bunny.net’s automatic cache. New pre-cache hooks can execute before cache lookup, while a separate Cache API lets scripts read, write and delete regional cache entries under application control.
Notion Workers are now metered inside the same credits system as Custom Agents. The important builder shift is that schedules, webhook fan-out and agent tool-call counts now directly affect cost.
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.
The strongest signal in Produktly’s 2026 onboarding dataset is not a universal target but a set of usable baselines: median tour completion was 29%, 1–2-step tours completed far more often than 9+ step tours, in-app NPS response rates were low, and announcement attention was heavily front-loaded. The report explicitly discloses sample and causal limitations.
Vercel KMS gives Functions OIDC-authenticated access to managed RSA, ECDSA and EdDSA signing keys. Builders can scope grants by project and environment, constrain JWT claims with JSON Schema, rotate keys centrally and publish standard OIDC/JWKS metadata for verification outside Vercel.
Jalapeño is working first-party silicon rather than a roadmap item, and OpenAI now says AI itself materially accelerated the design process. The distinction still matters: tape-out means the design was finalized for manufacturing; it does not mean fleet-scale production qualification or API deployment is complete.
Neon now manages OAuth discovery, token issuance and refresh for apps and MCP clients, but developers still host login/consent pages and verify access in their own resource servers. Shared signing keys across branches make issuer pinning essential.
The September 17 GA changes the economics of Neon's backend: free allowances remain, but object storage, function execution and model calls are now metered on paid plans. November 2 adds an OAuth Provider plugin, still labelled beta.
Shopify theme authors can now bundle one paid app add-on per theme listing, opening a new monetisation route with app review and ownership restrictions.
Developers can submit tool integrations to Google Search and Gemini using MCP, but access is phased, users must connect apps, and Google reviews submissions.
GitHub's 2026 platform data shows agent-started PRs rising sharply. The implications concern code review, security and multi-model workflows, not proof of higher software quality.
Operators of FrankenPHP 1.13.x should upgrade promptly: 1.13.4 closes seven server flaws, including a worker-mode denial of service and request-isolation leaks.
ChatGPT Ads expands into 26 more countries. An October 29 default-on creative-enhancement change creates an immediate advertiser decision: review account and campaign opt-outs before automatically generated variations run.
Grafana Pages goes beyond dashboard panels: prompt-built interactive pages can use connected telemetry and invoke external tools via MCP. It is a public Grafana Cloud preview, not a self-managed release.
DuckDB 2.0 is now stable, but older versions cannot read databases newly created in 2.0. Test a shadow deployment before upgrading and check extension/client compatibility.
PGDG's 20 October repository retirement requires RHEL, Rocky and AlmaLinux 9.6/10.0 operators to update their OS minor release or deliberately switch to the frozen archive. Rolling EL9 and EL10 repository packages are unaffected.
WebKit's Safari MCP server is available in stable Safari 27.0 as well as Technology Preview. It runs locally, but captured page data passes to the connected agent; remote automation must be enabled explicitly.
The platform now offers an objective-oriented /goal interface as well as Custom Flows; availability depends on GitLab 19.3+, Duo CLI 9.17+ and eligible tiers.