{"schemaVersion":1,"articles":[{"slug":"deepl-aure-voice-translation-eight-languages","eventKey":"deepl:aure-voice-translation-launch:2026-11-11","title":"DeepL rolls out Aure voice translation in eight languages","summary":"The update changes how DeepL renders translated speech. For online meetings, translated audio still requires the desktop app and an eligible license for each listener.","category":"AI & Productivity","issuer":"DeepL","status":"DeepL announced automatic rollout on November 11 for eight languages across supported Voice products. Online spoken output has separate app and license requirements.","announced":"2026-11-11","published":"2026-11-11T17:04:56-05:00","modified":"2026-11-11T17:04:56-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/deepl-aure-voice-translation-eight-languages/","contentPath":"articles/deepl-aure-voice-translation-eight-languages.json","contentHash":"a9c08e46dddcbcf63b9ed809bc0fbb2efaac715d57bc772be20c937acb4b0136","releaseIds":[],"sourceUrls":["https://www.deepl.com/en/press-release/aure-voice-ai-model","https://www.deepl.com/en/products/voice/aure","https://support.deepl.com/hc/en-us/articles/29861723462812-About-voice-to-voice-in-online-meetings","https://www.deepl.com/en/products/voice/deepl-voice-for-conversations"],"rightsReviewed":"2026-11-11","correctionCount":0},{"slug":"jaeger-ai-trace-assistant-preview-bring-your-own-agent","eventKey":"jaeger:ai-trace-assistant-kubecon-preview:2026-11-10","title":"Jaeger previews trace troubleshooting with a separately run AI agent","summary":"The experimental assistant can investigate OpenTelemetry traces using Jaeger’s tools. Operators supply the agent and control where it processes trace data.","category":"Developer Tools","issuer":"Jaeger / CNCF","status":"Experimental preview presented November 10. Jaeger documents a bring-your-own-agent setup; no general availability date announced.","announced":"2026-11-10","published":"2026-11-11T11:59:56-05:00","modified":"2026-11-11T11:59:56-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/jaeger-ai-trace-assistant-preview-bring-your-own-agent/","contentPath":"articles/jaeger-ai-trace-assistant-preview-bring-your-own-agent.json","contentHash":"90fba98dae2e8b580406f836928778de111f7df384be42d3f465c51f46f67537","releaseIds":[],"sourceUrls":["https://www.cncf.io/blog/2026/11/10/jaeger-previews-ai-assisted-troubleshooting-and-genai-observability-for-opentelemetry-traces-at-kubecon/","https://www.jaegertracing.io/docs/2.23/ai/","https://github.com/jaegertracing/jaeger/releases/tag/v2.23.0"],"rightsReviewed":"2026-11-11","correctionCount":0},{"slug":"linux-foundation-agent-name-service-dns-identity","eventKey":"linux-foundation:agent-name-service-project:2026-11-10","title":"Linux Foundation takes on a DNS-based identity project for AI agents","summary":"Agent Name Service gives software a way to check an agent’s registered identity and version across organizations. Each service still decides which actions to permit.","category":"AI & Security","issuer":"Linux Foundation","status":"Project launch announced November 10. Public specification available. The related IETF submission remains an individual Internet-Draft.","announced":"2026-11-10","published":"2026-11-11T06:07:15-05:00","modified":"2026-11-11T06:07:15-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/linux-foundation-agent-name-service-dns-identity/","contentPath":"articles/linux-foundation-agent-name-service-dns-identity.json","contentHash":"bb5ea9399a9f53174fec8172caa1bdb2b1db86072ee7bb5bce01a7f312994cbe","releaseIds":[],"sourceUrls":["https://www.linuxfoundation.org/press/linux-foundation-welcomes-agent-name-service-to-bring-verifiable-identity-and-discovery-to-ai-agents","https://github.com/agentnameservice/ans-spec","https://datatracker.ietf.org/doc/draft-narajala-courtney-ansv2/02/"],"rightsReviewed":"2026-11-11","correctionCount":0},{"slug":"google-cloud-pathways-gke-tpu-general-availability","eventKey":"google-cloud:pathways-gke-ga:2026-11-09","title":"Google opens Pathways on GKE for jobs spanning multiple TPU slices","summary":"The generally available release lets one JAX client coordinate compatible TPU slices. Google lists a separate preview for Slurm users.","category":"AI & Infrastructure","issuer":"Google Cloud","status":"GKE general availability announced November 9 in regions with supported TPUs. Slurm on Cluster Director remains in preview.","announced":"2026-11-09","published":"2026-11-11T06:07:15-05:00","modified":"2026-11-11T06:07:15-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-cloud-pathways-gke-tpu-general-availability/","contentPath":"articles/google-cloud-pathways-gke-tpu-general-availability.json","contentHash":"4ff23a9597d31f5d7cb4bf6c3727947ba0fdf21cd3919cfc7086e924f65dd4e8","releaseIds":[],"sourceUrls":["https://cloud.google.com/blog/topics/ai-infrastructure/cloud-pathways-a-distributed-ml-runtime-is-ga/","https://docs.cloud.google.com/ai-hypercomputer/docs/workloads/pathways-on-cloud/pathways-intro?hl=en","https://docs.cloud.google.com/compute/docs/regions-zones/tpu-regions-zones"],"rightsReviewed":"2026-11-11","correctionCount":0},{"slug":"github-dependabot-inactive-repository-alert-pause","eventKey":"github:dependabot-inactive-repository-alert-pause:2026-11-10","title":"GitHub sets a December cutoff for alerts on dormant repositories","summary":"Dependabot alerts can be paused after a year without qualifying repository activity. A push or a settings change restores them, while enforced enterprise controls can keep them enabled.","category":"Developer Tools","issuer":"GitHub","status":"Announced November 10. Inactivity-based alert suspension begins December 8, 2026 on GitHub cloud services; Enterprise Server is excluded.","announced":"2026-11-10","published":"2026-11-10T17:04:10-05:00","modified":"2026-11-10T17:04:10-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/github-dependabot-inactive-repository-alert-pause/","contentPath":"articles/github-dependabot-inactive-repository-alert-pause.json","contentHash":"676692821cc71c4e1968184c1d23da752048c10d865e747537aad2d21a1717f9","releaseIds":[],"sourceUrls":["https://github.blog/changelog/2026-11-10-dependabot-alerts-will-pause-on-inactive-repositories/","https://docs.github.com/en/code-security/how-tos/secure-your-supply-chain/secure-your-dependencies/configure-dependabot-alerts"],"rightsReviewed":"2026-11-10","correctionCount":0},{"slug":"google-gemini-4-carbon-paid-api-rollout","eventKey":"google:gemini-4-carbon-paid-api-rollout:2026-11-10","title":"Google opens Gemini 4 Carbon to paid API users with temporary pricing","summary":"Google lists separate input and output rates for Carbon, with both scheduled to double after the introductory period.","category":"AI & Infrastructure","issuer":"Google","status":"Paid API availability announced November 10. Introductory public-model rates expire November 30.","announced":"2026-11-10","published":"2026-11-10T12:06:31-05:00","modified":"2026-11-10T12:06:31-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-gemini-4-carbon-paid-api-rollout/","contentPath":"articles/google-gemini-4-carbon-paid-api-rollout.json","contentHash":"12669ede1ed90d3adf275d348b4d6c883a519299c31ef328d93f51f45efcf9d8","releaseIds":[],"sourceUrls":["https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-carbon-now-available/","https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-4-Carbon-Model-Card.pdf"],"rightsReviewed":"2026-11-10","correctionCount":0},{"slug":"firefox-160-desktop-esr-security-fixes","eventKey":"mozilla:firefox-desktop-mfsa2026-125-127:2026-11-10","title":"Firefox patches desktop sandbox flaws across three release lines","summary":"Mozilla published Firefox 160 and fixes for the 153 and 115 Extended Support Release lines. The version to verify depends on which line a device follows.","category":"Security & Privacy","issuer":"Mozilla","status":"Firefox 160, ESR 153.7 and ESR 115.45 are the fixed versions named in Mozilla’s November 10 advisories.","announced":"2026-11-10","published":"2026-11-10T12:06:31-05:00","modified":"2026-11-10T12:06:31-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/firefox-160-desktop-esr-security-fixes/","contentPath":"articles/firefox-160-desktop-esr-security-fixes.json","contentHash":"2dd909274955ff851a389bc128494c25c80b36334ddc7a563faf0ba6e32a2cec","releaseIds":[],"sourceUrls":["https://www.mozilla.org/en-US/security/advisories/mfsa2026-125/","https://www.mozilla.org/en-US/security/advisories/mfsa2026-127/","https://www.mozilla.org/en-US/security/advisories/mfsa2026-126/"],"rightsReviewed":"2026-11-10","correctionCount":0},{"slug":"zarf-1-0-air-gap-package-migration","eventKey":"zarf:v1.0.0:2026-11-09","title":"Zarf 1.0 sets a migration timetable for offline Kubernetes packages","summary":"The public release adds a new package format. Teams using the old format face separate build and deployment deadlines, and older clients cannot read the new deployment records.","category":"Software & Infrastructure","issuer":"Zarf / OpenSSF","status":"Stable v1.0.0 release assets are public. The project is Apache 2.0 licensed and self-managed.","announced":"2026-11-09","published":"2026-11-10T06:08:58-05:00","modified":"2026-11-10T06:08:58-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/zarf-1-0-air-gap-package-migration/","contentPath":"articles/zarf-1-0-air-gap-package-migration.json","contentHash":"accd15815c78c1d6f7b73434886bd77e013ece303eb4d110146a7c27c12b8a39","releaseIds":[],"sourceUrls":["https://openssf.org/blog/2026/11/09/announcing-zarf-1-0-security-and-stability-for-airgap-software-delivery/","https://github.com/zarf-dev/zarf/releases/tag/v1.0.0","https://docs.zarf.dev/v1.0","https://docs.zarf.dev/best-practices/upgrading-zarf/"],"rightsReviewed":"2026-11-10","correctionCount":0},{"slug":"firefox-ios-160-security-privilege-fixes","eventKey":"mozilla:mfsa2026-124:2026-11-09","title":"Firefox 160 for iOS fixes two high-impact privilege flaws","summary":"Mozilla’s iOS advisory identifies three issues fixed in Firefox 160, including a high-impact flaw in Reader View.","category":"Security & Privacy","issuer":"Mozilla","status":"Mozilla published its advisory November 9. The fixes are in Firefox 160 for iOS. The U.S. App Store showed the free 160.0 update. CGH did not verify every storefront.","announced":"2026-11-09","published":"2026-11-09T17:00:48-05:00","modified":"2026-11-09T17:00:48-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/firefox-ios-160-security-privilege-fixes/","contentPath":"articles/firefox-ios-160-security-privilege-fixes.json","contentHash":"9852ecc0423556daea79c9b5a527f477d0b07a61839b6f569178186fff39f1a8","releaseIds":[],"sourceUrls":["https://www.mozilla.org/en-US/security/advisories/mfsa2026-124/","https://github.com/mozilla-mobile/firefox-ios/releases/tag/firefox-v160.0","https://support.mozilla.org/en-US/products/ios/installation-and-updates"],"rightsReviewed":"2026-11-09","correctionCount":0},{"slug":"red-hat-openshift-5-read-only-cluster-mcp","eventKey":"red-hat:openshift-5-ga:2026-11-09","title":"OpenShift 5 moves its read-only cluster troubleshooting server out of preview","summary":"Red Hat now supports the cluster MCP server in OpenShift 5. It can help an AI client inspect networking and workloads within the permissions it receives.","category":"Software & Infrastructure","issuer":"Red Hat","status":"Red Hat announced general availability November 9. The cluster MCP server is generally available in 5.0. Separate pricing and a country-by-country rollout were not verified.","announced":"2026-11-09","published":"2026-11-09T17:00:25-05:00","modified":"2026-11-09T17:00:25-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/red-hat-openshift-5-read-only-cluster-mcp/","contentPath":"articles/red-hat-openshift-5-read-only-cluster-mcp.json","contentHash":"eec711903caf12b4633ea7f78b081fbb6cd86cf341542c08a710c49e3521fc85","releaseIds":[],"sourceUrls":["https://developers.redhat.com/articles/2026/11/09/red-hat-openshift-5-for-developers","https://docs.redhat.com/en/documentation/openshift_container_platform/5.0/html/release_notes/ocp-5-0-release-notes","https://www.redhat.com/en/technologies/cloud-computing/openshift-5"],"rightsReviewed":"2026-11-09","correctionCount":0},{"slug":"lg-k-exaone-2-5-api-noncommercial-access","eventKey":"lg-ai-research:k-exaone-2.5-api:2026-11-09","title":"LG opens K-EXAONE 2.5 for free API testing under noncommercial terms","summary":"The hosted model is available through LG’s API platform. The service terms restrict commercial use and require users to manage expiring keys.","category":"AI & Infrastructure","issuer":"LG AI Research","status":"LG announced free access November 9 for eligible registered users, with usage limits and noncommercial terms. CGH did not verify a country-by-country signup list.","announced":"2026-11-09","published":"2026-11-09T12:05:34-05:00","modified":"2026-11-09T12:05:34-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/lg-k-exaone-2-5-api-noncommercial-access/","contentPath":"articles/lg-k-exaone-2-5-api-noncommercial-access.json","contentHash":"6e5698ca5ece4a33e0c22287c1372da120914c29644485a842439423ae101731","releaseIds":[],"sourceUrls":["https://www.lgresearch.ai/news/view?seq=754","https://docs.exaone.ai/en/docs/k-exaone-2.5","https://docs.exaone.ai/en/terms/terms-of-service","https://docs.exaone.ai/en/docs/rate-limits"],"rightsReviewed":"2026-11-09","correctionCount":0},{"slug":"google-tpu-8tx-8i-max-confidential-long-context","eventKey":"google-cloud:tpu-8tx-8i-max:2026-11-09","title":"Google outlines separate TPU systems for sensitive data and long AI inputs","summary":"Google announced TPU 8tx for workloads that need protection while data is processed and TPU 8i Max for workloads limited by memory bandwidth.","category":"AI & Infrastructure","issuer":"Google Cloud","status":"Announced November 9. Google did not provide a general-availability date, launch regions, or public prices for the two systems in the materials reviewed.","announced":"2026-11-09","published":"2026-11-09T12:05:34-05:00","modified":"2026-11-09T12:05:34-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-tpu-8tx-8i-max-confidential-long-context/","contentPath":"articles/google-tpu-8tx-8i-max-confidential-long-context.json","contentHash":"2b0d5310ecb875624e433b4a00c3ce8d6001339b93d882d88e20c2439f11b9e1","releaseIds":[],"sourceUrls":["https://blog.google/innovation-and-ai/infrastructure-and-cloud/global-network/tpu-8i-max-and-8tx/","https://cloud.google.com/blog/topics/ai-infrastructure/tpu-8tx-and-tpu-8i-max","https://docs.cloud.google.com/compute/docs/regions-zones/tpu-regions-zones","https://cloud.google.com/tpu/pricing"],"rightsReviewed":"2026-11-09","correctionCount":0},{"slug":"open-webui-0-13-3-scheduled-terminal-agents","eventKey":"open-webui:0.13.3-scheduled-terminal-agents:2026-11-08","title":"Open WebUI lets scheduled jobs run coding agents in a chosen folder","summary":"Version 0.13.3 gives scheduled jobs a saved terminal and working folder for a coding agent. Those jobs send their output to a chat.","category":"Developer Tools","issuer":"Open WebUI","status":"The project published v0.13.3 as a regular release on November 8. Agent scheduling requires access to a compatible terminal and agent. The release notes give no separate feature price or regional rollout.","announced":"2026-11-08","published":"2026-11-09T06:04:33-05:00","modified":"2026-11-09T06:04:33-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/open-webui-0-13-3-scheduled-terminal-agents/","contentPath":"articles/open-webui-0-13-3-scheduled-terminal-agents.json","contentHash":"b8c075d83d79bef52fa04d46ec8b76f5d74c6cad4fb9f0c667f1766c50f66f2a","releaseIds":[],"sourceUrls":["https://github.com/open-webui/open-webui/releases/tag/v0.13.3","https://github.com/open-webui/open-webui/commit/21fc016141c73a0e11b428c61bde20527bbc228a","https://github.com/open-webui/open-webui/blob/v0.13.3/LICENSE"],"rightsReviewed":"2026-11-09","correctionCount":0},{"slug":"vercel-tracing-ga-nextjs-default-sampling","eventKey":"vercel:tracing-ga:2026-11-06","title":"Vercel makes tracing standard on eligible new Next.js projects","summary":"Vercel opened trace search to every plan and turns on collection for qualifying new Next.js projects. The default rule captures production and preview requests.","category":"Developer Tools","issuer":"Vercel","status":"Generally available on Hobby, Pro and Enterprise. Default collection has project and runtime requirements. Vercel did not announce a geographic rollout.","announced":"2026-11-06","published":"2026-11-09T06:02:40-05:00","modified":"2026-11-09T06:02:40-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/vercel-tracing-ga-nextjs-default-sampling/","contentPath":"articles/vercel-tracing-ga-nextjs-default-sampling.json","contentHash":"adf9a5a6f4ffd03dc3a2a0031ec3726b74347ee1733380577220866fd92c09a9","releaseIds":[],"sourceUrls":["https://vercel.com/changelog/vercel-tracing-is-now-generally-available","https://vercel.com/docs/tracing/configure-tracing","https://vercel.com/pricing"],"rightsReviewed":"2026-11-09","correctionCount":0},{"slug":"grapheneos-pixel-location-emergency-number-build-2026110700","eventKey":"grapheneos:build-2026110700:2026-11-08","title":"GrapheneOS changes how Pixel builds handle approximate location and emergency-number data","summary":"GrapheneOS changed how it handles approximate location and emergency-number data. The follow-up for four Pixel 10 models reached Stable by November 9.","category":"Security & Privacy","issuer":"GrapheneOS","status":"As of November 9, the Pixel 10, 10 Pro, 10 Pro XL and 10 Pro Fold list 2026110800 on Stable. Pixel 10a and Pixel 9a list 2026110700 on Stable. No separate software charge or country rollout was announced.","announced":"2026-11-08","published":"2026-11-08T11:59:08-05:00","modified":"2026-11-09T12:05:34-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/grapheneos-pixel-location-emergency-number-build-2026110700/","contentPath":"articles/grapheneos-pixel-location-emergency-number-build-2026110700.json","contentHash":"215fd51d0fadc7ce3c7dfa054c489e4e22fb64d715d10ece92a8685b78368ffb","releaseIds":[],"sourceUrls":["https://grapheneos.org/releases#2026110700","https://grapheneos.org/releases#about-the-releases","https://grapheneos.org/faq#device-support","https://github.com/GrapheneOS/grapheneos.org/commit/56b6e4a41ce61e09efde1fe001b0ff6e37cf95f2","https://grapheneos.org/releases#2026110800","https://grapheneos.org/releases#devices"],"rightsReviewed":"2026-11-09","correctionCount":0},{"slug":"linux-kernel-xen-backend-security-fixes-november-2026","eventKey":"linux:xen-backend-xsa-526-527-528:2026-11-06","title":"Linux kernel updates close three Xen host-driver flaws","summary":"November 6 upstream releases patch defects in the Linux drivers that serve virtual disks and networks to Xen guests. Operators should confirm what their host distribution has shipped and what kernel is actually running.","category":"Security & Privacy","issuer":"Linux Kernel Organization","status":"Upstream source releases include fixes in Linux 7.3.3 and 6.18.62. Distribution and managed-host rollout depends on the provider. Upstream Linux is open source with no announced regional rollout or separate patch charge.","announced":"2026-11-06","published":"2026-11-08T06:00:16-05:00","modified":"2026-11-08T06:00:16-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/linux-kernel-xen-backend-security-fixes-november-2026/","contentPath":"articles/linux-kernel-xen-backend-security-fixes-november-2026.json","contentHash":"865308c3d080415757430a936e9919ecd32928e7b79204d72f23017feef6de77","releaseIds":[],"sourceUrls":["https://www.kernel.org/","https://cdn.kernel.org/pub/linux/kernel/v7.x/ChangeLog-7.3.3","https://cdn.kernel.org/pub/linux/kernel/v6.x/ChangeLog-6.18.62","https://xenbits.xen.org/xsa/advisory-526.html","https://xenbits.xen.org/xsa/advisory-527.html","https://xenbits.xen.org/xsa/advisory-528.html"],"rightsReviewed":"2026-11-08","correctionCount":0},{"slug":"google-cloud-agent-registry-standalone-skill-scan-controls","eventKey":"google-cloud:agent-registry-standalone-skills-ga:2026-11-06","title":"Google Cloud opens its skill registry and gives teams a choice about blocking risky revisions","summary":"Agent Registry can catalog reusable agent skills and screen new uploads. Whether a finding stops distribution depends on the scan policy, and enabling scans leaves previously uploaded versions untouched.","category":"AI & Security","issuer":"Google Cloud","status":"Standalone skills reached general availability November 6. Google lists supported regional, multi-region and global locations. Registry operations are free. Scan charges are scheduled to start January 1, 2027. Customer-managed encryption keys for skill payloads are in preview.","announced":"2026-11-06","published":"2026-11-08T06:00:16-05:00","modified":"2026-11-08T06:00:16-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-cloud-agent-registry-standalone-skill-scan-controls/","contentPath":"articles/google-cloud-agent-registry-standalone-skill-scan-controls.json","contentHash":"aafc918090137119db17e68654fea278b27873282c98c48d155e2479981ac478","releaseIds":[],"sourceUrls":["https://docs.cloud.google.com/agent-registry/release-notes","https://docs.cloud.google.com/agent-registry/scan-skills","https://docs.cloud.google.com/agent-registry/pricing","https://docs.cloud.google.com/agent-registry/locations","https://docs.cloud.google.com/agent-registry/skills-architecture"],"rightsReviewed":"2026-11-08","correctionCount":0},{"slug":"google-cloud-agent-substrate-gke-standard-requirements","eventKey":"google-cloud:agent-substrate-1-0-gke-ga:2026-11-05","title":"Google’s Agent Substrate reaches general availability for eligible GKE Standard clusters","summary":"Google’s agent runtime can suspend idle workloads and restore them when needed. Cluster versions, release channels and underlying cloud charges still shape where teams can use it.","category":"AI & Infrastructure","issuer":"Google Cloud","status":"Google announced general availability November 5. Installation requires GKE Standard 1.37 or later and excludes the Extended channel. No separate feature fee. Cloud resource charges apply, and a feature-specific region list was not provided.","announced":"2026-11-05","published":"2026-11-07T17:07:56-05:00","modified":"2026-11-07T17:07:56-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-cloud-agent-substrate-gke-standard-requirements/","contentPath":"articles/google-cloud-agent-substrate-gke-standard-requirements.json","contentHash":"1a982c9a3b8bdb97dba5e4ff136c01b1b4f5d55e25659ab63fdb87a7d8d7f535","releaseIds":[],"sourceUrls":["https://cloud.google.com/blog/products/containers-kubernetes/open-infrastructure-for-autonomous-agents-comes-to-cncf","https://docs.cloud.google.com/kubernetes-engine/ai-ml/about-agent-substrate","https://docs.cloud.google.com/kubernetes-engine/ai-ml/install-overview-substrate","https://github.com/cncf/sandbox/issues/523"],"rightsReviewed":"2026-11-07","correctionCount":0},{"slug":"github-copilot-code-review-api-policy-credential-limits","eventKey":"github:copilot-code-review-api-management:2026-11-06","title":"GitHub adds API controls for Copilot reviews while approval policy stays in the web settings","summary":"Administrators can script selected review settings. Repository credentials have different support from enterprise and organization credentials, and some controls still require the web interface.","category":"Developer Tools","issuer":"GitHub","status":"Announced available November 6 for Copilot Pro, Pro+, Max, Business and Enterprise. Access depends on administrator scope and token type. 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Filesystem and content processing features remain on the roadmap, and the company has yet to detail commercial access.","category":"Software & Infrastructure","issuer":"Dropbox","status":"Announced November 5. Initial scope is S3-compatible object storage. Public pricing, provisioning timing and regions remain unconfirmed. Tigris acquisition subject to closing conditions.","announced":"2026-11-05","published":"2026-11-07T06:07:22-05:00","modified":"2026-11-07T06:07:22-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/dropbox-dbx-agent-cloud-object-storage-tigris-pending/","contentPath":"articles/dropbox-dbx-agent-cloud-object-storage-tigris-pending.json","contentHash":"4ee39e04088c73da742e45cf8377e56fe60bd0700977b13cb4a8ce0fb013ec45","releaseIds":["businesswire:20261105637007"],"sourceUrls":["https://blog.dropbox.com/topics/company/dropboxs-next-chapter","https://investors.dropbox.com/node/14451/html","https://www.businesswire.com/news/home/20261105637007/en/Dropbox-Announces-Plans-to-Acquire-Tigris-Data-Inc.-and-Unveils-DBX-Agent-Cloud-as-Part-of-AI-Powered-Product-Evolution"],"rightsReviewed":"2026-11-07","correctionCount":0},{"slug":"weekly-tech-brief-2026-w45","eventKey":"cgh:weekly-digest:2026-W45","title":"This week in technology: check the recovery path before handing work to automation","summary":"Four CGH reports from November 5–6 examine database permissions, automated releases, model-serving rollback and the limits of a low-cost database preview.","category":"Weekly Digest","issuer":"CGH News Desk","status":"Synthesis of four CGH company-announcement reports verified live before inclusion; underlying product access, pricing and regional limits still apply; no independent product testing","announced":"2026-11-06","published":"2026-11-06T17:07:02-05:00","modified":"2026-11-06T17:07:02-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","articleType":"weekly-digest","coverageWeek":"2026-W45","canonical":"https://crawfordgroupholdings.com/news/industry/weekly-tech-brief-2026-w45/","contentPath":"articles/weekly-tech-brief-2026-w45.json","contentHash":"6e143282c890b9378edc235326aca1bdf567c01637edd356985a3ccdc4652b8d","releaseIds":[],"sourceUrls":["https://crawfordgroupholdings.com/news/industry/safegres-postgresql-permission-checks-visibility-limits/","https://crawfordgroupholdings.com/news/industry/launchdarkly-release-autopilot-trial-ga-beta-limits/","https://crawfordgroupholdings.com/news/industry/xla-serving-0-0-13-configuration-rollback/","https://crawfordgroupholdings.com/news/industry/alloydb-express-preview-cost-backup-upgrade-limits/"],"rightsReviewed":"2026-11-06","correctionCount":0},{"slug":"safegres-postgresql-permission-checks-visibility-limits","eventKey":"constructive:safegres-public-release:2026-11-06","title":"Safegres checks PostgreSQL access rules, with visibility limits teams must account for","summary":"Constructive’s open-source auditor can flag permission and row-security problems during database changes. A useful result depends on the database role, declared application surface and test environment.","category":"Developer Tools","issuer":"Constructive","status":"Public MIT-licensed source available; repository lists version 1.30.7 dated November 5; PostgreSQL 14+ required, optional planner check requires 16+; infrastructure costs and geographic access conditions remain separate","announced":"2026-11-06","published":"2026-11-06T12:06:57-05:00","modified":"2026-11-06T12:06:57-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/safegres-postgresql-permission-checks-visibility-limits/","contentPath":"articles/safegres-postgresql-permission-checks-visibility-limits.json","contentHash":"c55fe12d54b995607e842cead478b776f461e78a6f28ce170235594f05ac998f","releaseIds":["prnewswire:302931735"],"sourceUrls":["https://github.com/constructive-io/constructive/blob/main/packages/safegres/README.md","https://github.com/constructive-io/constructive/blob/main/packages/safegres/package.json","https://github.com/constructive-io/constructive/blob/main/packages/safegres/CHANGELOG.md","https://github.com/constructive-io/constructive/blob/main/LICENSE","https://www.prnewswire.com/news-releases/constructive-releases-safegres-an-open-source-verifier-for-secure-postgres-302931735.html"],"rightsReviewed":"2026-11-06","correctionCount":0},{"slug":"launchdarkly-release-autopilot-trial-ga-beta-limits","eventKey":"launchdarkly:release-autopilot:2026-11-04","title":"LaunchDarkly previews automated release controls ahead of November 16 general availability","summary":"Release Autopilot combines flagging, staged rollouts and rollback. Trial access is promoted now, while the announcement gives a later general-availability date and several components retain beta labels.","category":"Developer Tools","issuer":"LaunchDarkly","status":"Trial access promoted; general availability planned for November 16, 2026; change classification, auto-flagging and auto-archival labeled beta; plan and usage limits apply; geographic eligibility not specified","announced":"2026-11-04","published":"2026-11-06T06:06:29-05:00","modified":"2026-11-06T06:06:29-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/launchdarkly-release-autopilot-trial-ga-beta-limits/","contentPath":"articles/launchdarkly-release-autopilot-trial-ga-beta-limits.json","contentHash":"e004581cf63a3df746108fd69572c1fbdd887f836ac64b640adfab0e7cc3453f","releaseIds":[],"sourceUrls":["https://launchdarkly.com/blog/introducing-release-autopilot/","https://launchdarkly.com/how-it-works/release-autopilot/","https://launchdarkly.com/pricing/"],"rightsReviewed":"2026-11-06","correctionCount":0},{"slug":"xla-serving-0-0-13-configuration-rollback","eventKey":"openxla:xla-serving-v0.0.13:2026-11-03","title":"XLA Serving adds configuration rollback, with a two-state recovery limit","summary":"The model-serving update adds scheduling controls and configuration history. Teams can undo the latest change or reset to the export state, but the CLI does not retain every intermediate configuration.","category":"Developer Tools","issuer":"Google / OpenXLA","status":"v0.0.13 release assets published November 3; Apache 2.0 project; Linux binary requirements apply; cloud compute costs and regional capacity remain separate","announced":"2026-11-03","published":"2026-11-05T17:24:10-05:00","modified":"2026-11-05T17:24:10-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/xla-serving-0-0-13-configuration-rollback/","contentPath":"articles/xla-serving-0-0-13-configuration-rollback.json","contentHash":"89ce5c4e0d1a583731785b9b5897b7ee51a7c5cbbaedc927bc961e2418b87bc5","releaseIds":[],"sourceUrls":["https://github.com/openxla/xla-serving/releases/tag/v0.0.13","https://github.com/openxla/xla-serving/blob/main/docs/guides/xsm_cli.md","https://github.com/openxla/xla-serving/blob/main/docs/installation.md","https://github.com/openxla/xla-serving"],"rightsReviewed":"2026-11-05","correctionCount":0},{"slug":"alloydb-express-preview-cost-backup-upgrade-limits","eventKey":"google-cloud:alloydb-express:2026-11-04","title":"Google opens AlloyDB Express preview with idle compute savings and a limited recovery path","summary":"The PostgreSQL service targets prototypes and coding-agent workflows. Compute can pause while storage remains billable, and the preview omits backups and high availability.","category":"Software & Infrastructure","issuer":"Google Cloud","status":"Preview available for PostgreSQL 18 in seven documented regions; 20 GB storage cap, no backups, regional high availability or SLA; free-tier allowance limited to first 12 months","announced":"2026-11-04","published":"2026-11-05T12:04:57-05:00","modified":"2026-11-05T12:04:57-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/alloydb-express-preview-cost-backup-upgrade-limits/","contentPath":"articles/alloydb-express-preview-cost-backup-upgrade-limits.json","contentHash":"9ef953e9489877889e11b6bbfc67e71859c95b865247b74c4c8cac08944b0e15","releaseIds":[],"sourceUrls":["https://cloud.google.com/blog/products/databases/introducing-alloydb-express-for-rapid-testing-and-prototyping","https://docs.cloud.google.com/alloydb/docs/express-overview","https://docs.cloud.google.com/alloydb/docs/release-notes","https://docs.cloud.google.com/alloydb/docs/create-manage-express-clusters"],"rightsReviewed":"2026-11-05","correctionCount":0},{"slug":"google-compute-engine-date-based-api-versions","eventKey":"google-cloud:compute-engine-api-multi-versioning:2026-11-04","title":"Google gives Compute Engine users a dated API contract for staged upgrades","summary":"Compute Engine now lets developers select a stable API version for their automation. Preview versions carry weaker compatibility guarantees, and client-library upgrades can change the version a tool uses.","category":"Developer Tools","issuer":"Google Cloud","status":"General availability announced November 4 across all Google Cloud regions; initial stable version 2026-09-01 and preview 2026-10-01-preview; separate versioning charge not stated in reviewed materials","announced":"2026-11-04","published":"2026-11-05T06:03:16-05:00","modified":"2026-11-05T06:03:16-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-compute-engine-date-based-api-versions/","contentPath":"articles/google-compute-engine-date-based-api-versions.json","contentHash":"24b90d0e932ca3c25bc07a499ba87b03cf8348786bbeeec5d2baeadcd4ef44a3","releaseIds":[],"sourceUrls":["https://cloud.google.com/blog/topics/developers-practitioners/introducing-compute-engine-api-multi-versioning-predictable-evolution-without-breaking-production/","https://docs.cloud.google.com/compute/docs/api/how-tos/api-versioning-guide","https://docs.cloud.google.com/compute/docs/api/how-tos/api-requests-responses"],"rightsReviewed":"2026-11-05","correctionCount":0},{"slug":"zstack-gpuworks-open-source-inference-scheduler","eventKey":"zstack:gpuworks-open-source:2026-11-04","title":"ZStack opens GPUWorks source code for serving AI models across mixed hardware","summary":"GPUWorks can put owned and rented accelerators behind a shared inference endpoint. Teams still need to verify that their model, inference engine and hardware work together.","category":"AI & Infrastructure","issuer":"ZStack","status":"Public source and self-hosting documentation available under Apache 2.0 for the project code; hardware support varies by configuration; commercial support pricing and regional service availability not established","announced":"2026-11-04","published":"2026-11-04T17:03:15-05:00","modified":"2026-11-04T17:03:15-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/zstack-gpuworks-open-source-inference-scheduler/","contentPath":"articles/zstack-gpuworks-open-source-inference-scheduler.json","contentHash":"6902635709a678ff4d93edf42d449feaac4b57922117e9f4203377f0b08292df","releaseIds":[],"sourceUrls":["https://www.zstack.io/brand-news/news/product-news/","https://github.com/flitai-io/gpuworks","https://github.com/flitai-io/gpuworks/blob/master/docs-en/tutorials/getting-started.md","https://github.com/flitai-io/gpuworks/blob/master/LICENSE"],"rightsReviewed":"2026-11-04","correctionCount":0},{"slug":"crowdstrike-agentic-adversary-emulation-early-access","eventKey":"crowdstrike:agentic-adversary-emulation:2026-11-04","title":"CrowdStrike opens AI-driven red-team testing to selected customers, not general release","summary":"Agentic Adversary Emulation is designed to trace attack paths and check fixes inside customer-approved boundaries. Access is currently limited to selected early-access customers.","category":"AI & Security","issuer":"CrowdStrike","status":"Early access announced November 4 for selected customers through Project QuiltWorks partners; public pricing, general-availability date, exact regions, technical prerequisites and selection criteria not stated","announced":"2026-11-04","published":"2026-11-04T11:59:28-05:00","modified":"2026-11-04T11:59:28-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/crowdstrike-agentic-adversary-emulation-early-access/","contentPath":"articles/crowdstrike-agentic-adversary-emulation-early-access.json","contentHash":"18240d0749b4f3d9d4096e86b257068753cac006177ef52069f68abd9ce94110","releaseIds":[],"sourceUrls":["https://www.crowdstrike.com/en-us/blog/crowdstrike-agentic-adversary-emulation-counters-ai-enabled-adversaries/","https://www.crowdstrike.com/en-us/platform/threat-intelligence/agentic-adversary-emulation/","https://ir.crowdstrike.com/news-releases/news-release-details/crowdstrike-unveils-agentic-adversary-emulation-falcon-platform"],"rightsReviewed":"2026-11-04","correctionCount":0},{"slug":"overstory-grid-risk-platform-field-work-limits","eventKey":"overstory:grid-risk-management-platform:2026-11-03","title":"Overstory connects utility risk models to field work while pricing stays private","summary":"Overstory's new utility platform combines environmental data, grid context and operational systems to prioritize outage and wildfire work. 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Automatic responder deployment, Microsoft Teams access and fully autonomous resolution have separate release limits.","category":"AI & Automation","issuer":"PagerDuty","status":"Paige and the PD Reliability Platform generally available November 3; Paige Virtual Responder and Microsoft Teams access remain Early Access; autonomous resolution is coming soon; plan eligibility and AI Actions limits apply","announced":"2026-11-03","published":"2026-11-03T17:07:00-05:00","modified":"2026-11-03T17:07:00-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/pagerduty-paige-ga-automatic-response-early-access/","contentPath":"articles/pagerduty-paige-ga-automatic-response-early-access.json","contentHash":"3bc9df81b064595be8505d46e24cc31b195fc3edea22d5b63160dd6573e57c58","releaseIds":[],"sourceUrls":["https://www.pagerduty.com/fr/newsroom/pagerduty-2026-fall-launch/","https://docs.pagerduty.com/ai-automation/advance/sre-agent","https://www.pagerduty.com/pricing/","https://www.pagerduty.com/blog/ai/meet-paige-sre-agent/"],"rightsReviewed":"2026-11-03","correctionCount":0},{"slug":"crowdstrike-ai-kill-switch-gateway-endpoint-gap","eventKey":"crowdstrike:falcon-guardian-ai-kill-switch:2026-11-03","title":"CrowdStrike's AI Kill Switch starts at the gateway while endpoint containment remains unfinished","summary":"Falcon Guardian customers can now cut selected agents off from AI models through a connected gateway. CrowdStrike's wider plan to coordinate containment across endpoints and other enforcement points is not yet complete.","category":"AI & Security","issuer":"CrowdStrike","status":"Available now to Falcon Guardian customers through connected AI gateways; coordinated endpoint containment and gateway controls by agent type are described as coming soon; public numeric pricing and geographic availability not stated","announced":"2026-11-03","published":"2026-11-03T12:01:00-05:00","modified":"2026-11-03T12:01:00-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/crowdstrike-ai-kill-switch-gateway-endpoint-gap/","contentPath":"articles/crowdstrike-ai-kill-switch-gateway-endpoint-gap.json","contentHash":"f7f28a993a32a68fbde382af24267aac0dab6954bcc47c9276bff3765ef2225a","releaseIds":[],"sourceUrls":["https://www.crowdstrike.com/en-us/press-releases/crowdstrike-introduces-ai-kill-switch-for-ai-safety/","https://www.crowdstrike.com/en-us/blog/crowdstrike-introduces-ai-kill-switch/","https://www.crowdstrike.com/en-us/press-releases/crowdstrike-delivers-ai-security-safety-for-the-enterprise/","https://www.crowdstrike.com/en-us/legal/crowdstrike-licensing/"],"rightsReviewed":"2026-11-03","correctionCount":0},{"slug":"sunrate-agentic-card-controls-rollout-gaps","eventKey":"sunrate:agentic-card:2026-11-02","title":"Sunrate gives AI agents a virtual card under preset controls, but rollout details are missing","summary":"Sunrate's new commercial card is designed to let approved AI agents create virtual cards and initiate business payments within configured limits. 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The practical upgrade work includes checking scripts, user training and distribution packages.","category":"Software & Infrastructure","issuer":"Trinity Desktop Project","status":"R14.1.7 announced immediately available November 1; package support varies by distribution; exact release time and geographic availability not specified","announced":"2026-11-01","published":"2026-11-01T22:51:41.427322Z","modified":"2026-11-01T22:51:41.427322Z","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/trinity-r1417-terminal-paste-upgrade-changes/","contentPath":"articles/trinity-r1417-terminal-paste-upgrade-changes.json","contentHash":"8b8bbf598efe5dde8ce8407ffaff7a2bd44512ecd05e90bb8fb768179cfbf104","releaseIds":[],"sourceUrls":["https://www.trinitydesktop.org/","https://wiki.trinitydesktop.org/Release_Notes_For_R14.1.7"],"rightsReviewed":"2026-11-01","correctionCount":0},{"slug":"ruflo-370-context-delegation-evidence-limits","eventKey":"ruflo:v3.70.0:2026-11-01","title":"Ruflo adds optional delegation for large code reads, with live savings still unproven","summary":"Ruflo 3.70.0 can route eligible analysis reads to a worker and check returned citations against source snapshots. Its maintainer distinguishes a smaller coordinator payload from total traffic and says live provider cost savings remain unverified.","category":"Developer Tools","issuer":"Ruflo","status":"Version 3.70.0 released November 1; delegation off by default; maintainer benchmarks use a deterministic protocol test, with live provider economics unverified","announced":"2026-11-01","published":"2026-11-01T22:51:41.427322Z","modified":"2026-11-01T22:51:41.427322Z","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/ruflo-370-context-delegation-evidence-limits/","contentPath":"articles/ruflo-370-context-delegation-evidence-limits.json","contentHash":"8e97dfbabbbcdd80c434842715b9485fac588cc855701881bc4db03762886942","releaseIds":[],"sourceUrls":["https://github.com/ruvnet/ruflo/releases/tag/v3.70.0","https://gist.github.com/ruvnet/490ef952e5f2e8b94145577d1696341d","https://github.com/ruvnet/ruflo/blob/v3.70.0/LICENSE"],"rightsReviewed":"2026-11-01","correctionCount":0},{"slug":"lobehub-230-proactive-bot-default-upgrade","eventKey":"lobehub:v2.3.0:2026-11-01","title":"LobeHub makes bots proactive by default, putting channel settings on the upgrade checklist","summary":"LobeHub 2.3.0 lets bots participate without an explicit mention unless their owner switches the behavior off. Self-hosted administrators also face automatic database migrations, including one that can block memory-table writes.","category":"AI & Automation","issuer":"LobeHub","status":"Version 2.3.0 released November 1; proactive bot participation enabled by default; self-hosted migrations require review; hosted pricing and regional rollout not confirmed","announced":"2026-11-01","published":"2026-11-01T22:51:41.427322Z","modified":"2026-11-01T22:51:41.427322Z","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/lobehub-230-proactive-bot-default-upgrade/","contentPath":"articles/lobehub-230-proactive-bot-default-upgrade.json","contentHash":"b9d02e350324e46a78193581593090eaef89241e18a8464a64d868285b531ec0","releaseIds":[],"sourceUrls":["https://github.com/lobehub/lobehub/releases/tag/v2.3.0","https://github.com/lobehub/lobehub/pull/22024","https://github.com/lobehub/lobehub/blob/v2.3.0/LICENSE"],"rightsReviewed":"2026-11-01","correctionCount":0},{"slug":"linux-7215-upstream-end-of-life","eventKey":"linux-kernel:7.2.15-eol:2026-11-01","title":"Linux 7.2 reaches upstream end of life with the 7.2.15 release","summary":"Kernel.org labels Linux 7.2.15 end of life on November 1. Operators need to distinguish direct upstream kernel maintenance from support supplied by their Linux distribution or vendor.","category":"Software & Infrastructure","issuer":"Linux Kernel Organization","status":"Linux 7.2.15 released November 1 and marked upstream EOL; distribution support is separate; Linux 7.4-rc1 is a prerelease, not a stable replacement recommendation","announced":"2026-11-01","published":"2026-11-01T22:51:41.427322Z","modified":"2026-11-01T22:51:41.427322Z","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/linux-7215-upstream-end-of-life/","contentPath":"articles/linux-7215-upstream-end-of-life.json","contentHash":"9754e0cf3f8465e2c920a968c68aa1d21927655dc7ab91c48d87d9e98101b75f","releaseIds":[],"sourceUrls":["https://www.kernel.org/","https://cdn.kernel.org/pub/linux/kernel/v7.x/ChangeLog-7.2.15","https://www.kernel.org/releases.html"],"rightsReviewed":"2026-11-01","correctionCount":0},{"slug":"arch-linux-november-2026-install-image","eventKey":"arch-linux:install-image:2026.11.01","title":"Arch Linux refreshes its installer while existing systems can update without it","summary":"Arch lists its 2026.11.01 installation image as available, with Linux 7.2.11 included. Its download guidance separates a fresh installation image from updating an existing Arch system.","category":"Software & Infrastructure","issuer":"Arch Linux","status":"Installation image 2026.11.01 available; includes kernel 7.2.11; existing installations do not need a replacement ISO; individual mirror access not exhaustively tested","announced":"2026-11-01","published":"2026-11-01T22:51:41.427322Z","modified":"2026-11-01T22:51:41.427322Z","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/arch-linux-november-2026-install-image/","contentPath":"articles/arch-linux-november-2026-install-image.json","contentHash":"d6699e2a00c506661e013f68da659b7d2895d82eae619019bf704c8c7ee9c4e0","releaseIds":[],"sourceUrls":["https://archlinux.org/releng/releases/2026.11.01/","https://archlinux.org/download/","https://www.kernel.org/"],"rightsReviewed":"2026-11-01","correctionCount":0},{"slug":"apigee-hybrid-forward-proxy-regression-patches","eventKey":"google-cloud:apigee-hybrid:578314600:2026-10-30","title":"Google directs Apigee hybrid users past patches that can break proxy-only connections","summary":"Google’s October 30 patch fixes a connection-agent regression affecting clusters that require a forward proxy. Its known-issues page identifies affected versions and directs users to 1.16.13 or 1.17.3.","category":"Software & Infrastructure","issuer":"Google Cloud","status":"Apigee hybrid 1.16.13 released October 30; known issue 578314600 marked fixed in 1.16.13 and 1.17.3; customer-managed upgrade and configuration checks required","announced":"2026-10-30","published":"2026-11-01T06:07:58.804697-05:00","modified":"2026-11-01T06:07:58.804697-05:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/apigee-hybrid-forward-proxy-regression-patches/","contentPath":"articles/apigee-hybrid-forward-proxy-regression-patches.json","contentHash":"88a0ff6992af523829b1784830e2c802fc051823fba8d2355cea293446fa37da","releaseIds":[],"sourceUrls":["https://docs.cloud.google.com/apigee/docs/release-notes","https://docs.cloud.google.com/apigee/docs/release/known-issues","https://docs.cloud.google.com/apigee/docs/hybrid/v1.16/upgrade"],"rightsReviewed":"2026-11-01","correctionCount":0},{"slug":"google-jules-november-read-only-december-shutdown","eventKey":"google:jules-retirement:2026-10-29","title":"Jules users face a November work cutoff before Google closes the service in December","summary":"Google will make Jules read-only after November 11 and wind down the coding agent on December 31. Its export guidance preserves service history and configuration separately from code already held in GitHub.","category":"Developer Tools","issuer":"Google","status":"Sessions can be finished through November 11; read-only access follows until December 31, 2026; exact cutoff times, regional exceptions and billing treatment were not specified","announced":"2026-10-29","published":"2026-10-31T17:04:48.632531-04:00","modified":"2026-10-31T17:04:48.632531-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-jules-november-read-only-december-shutdown/","contentPath":"articles/google-jules-november-read-only-december-shutdown.json","contentHash":"7df6ba81f4cff73f7e9b82c31c7299a8a16b95672a0f40c5ff21c9640ce6d86f","releaseIds":[],"sourceUrls":["https://jules.google/docs/changelog/2026-10-29","https://jules.google/docs/cli/reference"],"rightsReviewed":"2026-10-31","correctionCount":0},{"slug":"aws-waf-cloudfront-automatic-sdk-integration","eventKey":"aws:waf-cloudfront-automatic-sdk-integration:2026-10-30","title":"AWS lets CloudFront insert WAF browser signals, but existing ACLs stay unchanged","summary":"CloudFront can now add the AWS WAF browser SDK to eligible HTML responses. The setting is limited to qualifying global web ACLs, and AWS documents several cases where direct integration is still needed.","category":"Security & Privacy","issuer":"Amazon Web Services","status":"Available for CloudFront-scoped web ACLs with qualifying managed rule groups; no added feature charge, while existing ACLs stay off and several response patterns are unsupported","announced":"2026-10-30","published":"2026-10-31T06:09:09.645945-04:00","modified":"2026-10-31T06:09:09.645945-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/aws-waf-cloudfront-automatic-sdk-integration/","contentPath":"articles/aws-waf-cloudfront-automatic-sdk-integration.json","contentHash":"bf1aaf092cdfed6c77f0a2c18b9bd8134c930987a803b39d4732dd1a141b74db","releaseIds":[],"sourceUrls":["https://aws.amazon.com/about-aws/whats-new/2026/10/aws-waf-automatic-sdk-integration-amazon-cloudfront/","https://docs.aws.amazon.com/waf/latest/developerguide/waf-challenge-javascript-sdk-injection.html"],"rightsReviewed":"2026-10-31","correctionCount":0},{"slug":"weekly-tech-brief-2026-w44","eventKey":"cgh:weekly-digest:2026-W44","title":"This week in technology: deployment labels mattered more than the announcement","summary":"CGH's October 26-30 brief connects verified coverage of AI rollouts, infrastructure changes and software acquisitions to the decisions teams must make before deployment.","category":"Weekly Digest","issuer":"CGH News Desk","status":"ISO week 2026-W44 · Selected coverage published October 26-30; verified live before inclusion and checked October 30","announced":"2026-10-30","published":"2026-10-30T17:11:52.446794-04:00","modified":"2026-10-30T17:11:52.446794-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","articleType":"weekly-digest","coverageWeek":"2026-W44","canonical":"https://crawfordgroupholdings.com/news/industry/weekly-tech-brief-2026-w44/","contentPath":"articles/weekly-tech-brief-2026-w44.json","contentHash":"289bf81666fc673eb8a1f0459107cc4eb5ae614ca1ffaa0b2c8433d65c2b0b67","releaseIds":[],"sourceUrls":["https://crawfordgroupholdings.com/news/industry/cloudflare-private-origins-ga-docs-beta/","https://crawfordgroupholdings.com/news/industry/salesforce-rune-defense-logistics-acquisition/","https://crawfordgroupholdings.com/news/industry/mistral-large-4-open-weights-license-hosting/","https://crawfordgroupholdings.com/news/industry/aws-lambda-brotli-cve-2026-111497-rollout/","https://crawfordgroupholdings.com/news/industry/github-agentic-workflows-ga-documentation-mismatch/","https://crawfordgroupholdings.com/news/industry/google-cloud-gemini-robotics-er2-public-preview/","https://crawfordgroupholdings.com/news/industry/sap-joule-studio-phased-rollout-ai-gateway-plan/","https://crawfordgroupholdings.com/news/industry/ibm-agent-identity-availability-control-stages/"],"rightsReviewed":"2026-10-30","correctionCount":0},{"slug":"openai-shared-robots-ai-training-preference-signal","eventKey":"openai:shared-ai-training-preference-signal:2026-10-30","title":"OpenAI plans to honor a shared robots.txt signal for AI training preferences","summary":"OpenAI says it will support a cross-provider token that lets website operators express training preferences by path. The signal is not active at OpenAI yet, and the underlying IETF document remains a draft.","category":"AI & Security","issuer":"OpenAI","status":"Support announced October 30 for implementation in the coming months; the shared signal is an Internet-Draft, not a final standard, and OpenAI's existing crawler controls remain in effect","announced":"2026-10-30","published":"2026-10-30T17:11:52.446794-04:00","modified":"2026-10-30T17:11:52.446794-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/openai-shared-robots-ai-training-preference-signal/","contentPath":"articles/openai-shared-robots-ai-training-preference-signal.json","contentHash":"663890d9606bd55cf0df3b5ab53b521b83742b21d2698962cb4a80cebdb636f9","releaseIds":[],"sourceUrls":["https://openai.com/index/helping-websites-express-ai-training-preferences/","https://datatracker.ietf.org/doc/draft-kelley-aipref-training-preference-signal/","https://developers.openai.com/api/docs/bots"],"rightsReviewed":"2026-10-30","correctionCount":0},{"slug":"cloudflare-private-origins-ga-docs-beta","eventKey":"cloudflare:private-origins:ga:2026-10-30","title":"Cloudflare says Private Origins is generally available while its documentation still says beta","summary":"Cloudflare announced general availability for Private Origins, which routes edge traffic to non-public IP addresses. Its public documentation still calls the feature a closed beta, so customers should confirm account access before planning a deployment.","category":"Software & Infrastructure","issuer":"Cloudflare","status":"Cloudflare’s issuer blog says Private Origins is generally available; its product documentation still labels the feature a closed beta. 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The deal is pending, its price was not disclosed, and the companies have not published an integration or customer-migration schedule.","category":"Business Software","issuer":"Salesforce","status":"Definitive agreement announced October 29; expected to close in Salesforce fiscal Q4 2027 subject to customary conditions, with financial terms and exact announcement time not disclosed","announced":"2026-10-29","published":"2026-10-30T06:11:30.743959-04:00","modified":"2026-10-30T06:11:30.743959-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/salesforce-rune-defense-logistics-acquisition/","contentPath":"articles/salesforce-rune-defense-logistics-acquisition.json","contentHash":"6e8bf68d33acfc3d8f1d4722087b11eeb898f943704b4e78bb352a05071cb798","releaseIds":[],"sourceUrls":["https://www.salesforce.com/news/stories/salesforce-signs-definitive-agreement-to-acquire-rune-technologies/","https://runetech.co/"],"rightsReviewed":"2026-10-30","correctionCount":0},{"slug":"mistral-large-4-open-weights-license-hosting","eventKey":"mistral:large-4-open-weights:2026-10-29","title":"Mistral posts Large 4 weights with a separate license condition for model hosting","summary":"Mistral Large 4 can now be downloaded for self-hosting as well as used through the vendor API. Its modified-MIT license is broad for internal and embedded use but requires a separate commercial license for some hosted services.","category":"Developer Tools","issuer":"Mistral AI","status":"Open weights available October 29; API remains labeled public preview, with exact weight-release time unavailable","announced":"2026-10-29","published":"2026-10-29T17:21:46.351318-04:00","modified":"2026-10-29T17:21:46.351318-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/mistral-large-4-open-weights-license-hosting/","contentPath":"articles/mistral-large-4-open-weights-license-hosting.json","contentHash":"df05c3c150017bedd58398b75b2aa1c8601876ffcc632fa0427ab44ca1ba4073","releaseIds":[],"sourceUrls":["https://huggingface.co/mistralai/Mistral-Large-4-1T-A52B","https://docs.mistral.ai/models/mistral-large-4-0","https://docs.mistral.ai/inference/regional-inference","https://huggingface.co/mistralai/Mistral-Large-4-1T-A52B/blob/main/LICENSE"],"rightsReviewed":"2026-10-29","correctionCount":0},{"slug":"google-cloud-knowledge-catalog-semantic-models-ga","eventKey":"google-cloud:knowledge-catalog-expanded-semantic-models-ga:2026-10-29","title":"Google Cloud makes cross-platform semantic models generally available in Knowledge Catalog","summary":"Knowledge Catalog can now ingest business metrics and relationships from six analytics and data-modeling systems. The expansion is generally available, while its visual management workspace remains a preview.","category":"AI & Productivity","issuer":"Google Cloud","status":"Expanded semantic-model support generally available; Knowledge Studio remains in preview, with pay-as-you-go and related-service charges","announced":"2026-10-29","published":"2026-10-29T17:03:32.472998-04:00","modified":"2026-10-29T17:03:32.472998-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-cloud-knowledge-catalog-semantic-models-ga/","contentPath":"articles/google-cloud-knowledge-catalog-semantic-models-ga.json","contentHash":"11de06101e2ab1c24ce56a3740924f827afa75160f5208c83a4e6f0cd5f321cb","releaseIds":[],"sourceUrls":["https://cloud.google.com/blog/products/data-analytics/expanded-semantic-model-support-in-knowledge-catalog","https://cloud.google.com/products/knowledge-catalog/pricing","https://docs.cloud.google.com/knowledge-catalog/docs/locations"],"rightsReviewed":"2026-10-29","correctionCount":0},{"slug":"cloudflare-q3-2026-ddos-short-burst-shift","eventKey":"cloudflare:ddos-threat-report:2026-q3","title":"Cloudflare counts more small DDoS bursts as attacks over 1 Tbps fall in Q3","summary":"Cloudflare's third-quarter network data points to a larger number of short, relatively low-bandwidth DDoS attacks, alongside fewer events above 1 Tbps and a marked shift in amplification methods.","category":"Security & Privacy","issuer":"Cloudflare","status":"Company telemetry report published October 29; the source page provides no release time, and CGH has not independently verified the measurements","announced":"2026-10-29","published":"2026-10-29T17:03:32.472998-04:00","modified":"2026-10-29T17:03:32.472998-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/cloudflare-q3-2026-ddos-short-burst-shift/","contentPath":"articles/cloudflare-q3-2026-ddos-short-burst-shift.json","contentHash":"118154b9579b83b671ecdfd463f7a328ee7a1327790c61763a4768ccdf077acf","releaseIds":[],"sourceUrls":["https://blog.cloudflare.com/ddos-threat-report-2026-q3"],"rightsReviewed":"2026-10-29","correctionCount":0},{"slug":"aws-lambda-brotli-cve-2026-111497-rollout","eventKey":"aws:security-bulletin-2026-155-brotli:2026-10-28","title":"AWS sets staged Lambda fixes for a Brotli flaw that can expose memory or run code","summary":"AWS has mapped a high-impact Brotli decoder flaw to Lambda, App Runner and Amplify. 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The global endpoint supports multimodal robotics reasoning, but several APIs, tuning and reserved-capacity options are unavailable.","category":"AI & Robotics","issuer":"Google Cloud","status":"Public preview through a global endpoint; standard pay-as-you-go billing and preview terms apply","announced":"2026-10-27","published":"2026-10-28T12:12:38.420154-04:00","modified":"2026-10-28T12:12:38.420154-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/google-cloud-gemini-robotics-er2-public-preview/","contentPath":"articles/google-cloud-gemini-robotics-er2-public-preview.json","contentHash":"21a13fda64a3286e2835a0a270394cc5f0bfdc9147119c848d1a739dd8319d4b","releaseIds":[],"sourceUrls":["https://cloud.google.com/blog/products/ai-machine-learning/gemini-robotics-embodied-reasoning-2-is-now-available-on-google-cloud","https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/gemini/robotics-er-2","https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/gemini/gemini-robotics-er","https://ai.google.dev/gemini-api/docs/robotics-overview"],"rightsReviewed":"2026-10-28","correctionCount":0},{"slug":"zoho-ask-zia-agentic-analytics-rollout-controls","eventKey":"zoho:ask-zia-agentic-analytics-rollout:2026-10-28","title":"Zoho rolls out agent-assisted analytics workflows with plan and data controls","summary":"Ask Zia can now help build data pipelines, reports and dashboards through natural-language instructions. 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Public materials do not disclose pricing, contract terms or country availability.","category":"Software & Infrastructure","issuer":"Peloton Computer Enterprises","status":"Available as a commercial product; pricing, contract terms and country availability not published","announced":"2026-10-27","published":"2026-10-27T17:05:59-04:00","modified":"2026-10-27T17:05:59-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/peloton-broker-pre-lease-land-workflows-launch/","contentPath":"articles/peloton-broker-pre-lease-land-workflows-launch.json","contentHash":"df5535468d2b308db9f92f0ff457fd5cd34b8e03596a66fc6cc3cfd272c1fdc6","releaseIds":["prnewswire:302921122"],"sourceUrls":["https://www.peloton.com/products/land-data-management/broker","https://www.peloton.com/peloton-platform-overview","https://www.prnewswire.com/news-releases/peloton-launches-peloton-broker-to-streamline-early-stage-land-acquisition-for-energy-projects-302921122.html"],"rightsReviewed":"2026-10-27","correctionCount":0},{"slug":"percepto-axion-third-party-inspection-data-launch","eventKey":"percepto:axion-saas-launch:2026-10-27","title":"Percepto opens its inspection software to supported third-party drones and sensors","summary":"Axion is available as a SaaS offering for organizing and analyzing industrial inspection data. Percepto has not published pricing or a complete compatibility list.","category":"Software & Infrastructure","issuer":"Percepto","status":"Available as a SaaS offering; pricing, geography and complete supported-hardware list not published","announced":"2026-10-27","published":"2026-10-27T12:07:36-04:00","modified":"2026-10-27T12:07:36-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/percepto-axion-third-party-inspection-data-launch/","contentPath":"articles/percepto-axion-third-party-inspection-data-launch.json","contentHash":"c5f4acfcf10d3c5825bddc8b65d31ede11d7bd5272c3879d4ca3694dc3eb341c","releaseIds":["prnewswire:302920292"],"sourceUrls":["https://percepto.com/axion/","https://percepto.com/percepto-launches-hardware-agnostic-axion-platform-bringing-physical-ai-to-mission-critical-operations/","https://www.prnewswire.com/news-releases/percepto-launches-hardware-agnostic-axion-platform-bringing-physical-ai-to-mission-critical-operations-302920292.html"],"rightsReviewed":"2026-10-27","correctionCount":0},{"slug":"action1-etp-signed-endpoint-commands-coming-soon","eventKey":"action1:endpoint-takeover-prevention-announcement:2026-10-27","title":"Action1 details signed endpoint commands, but marks ETP as coming soon","summary":"Endpoint Takeover Prevention would make selected administrative actions depend on customer-held signing keys. Action1 has announced the design, but its product page does not yet mark it available.","category":"Security & Privacy","issuer":"Action1","status":"Announced October 27; issuer product page marks ETP coming soon, with an October 29 reveal","announced":"2026-10-27","published":"2026-10-27T12:07:36-04:00","modified":"2026-10-27T12:07:36-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/action1-etp-signed-endpoint-commands-coming-soon/","contentPath":"articles/action1-etp-signed-endpoint-commands-coming-soon.json","contentHash":"daf51cd384023330ef6cfd6b4b6294616d6f4f0c5d21ba809ac6f82f405b610e","releaseIds":["prnewswire:302920738"],"sourceUrls":["https://www.action1.com/endpoint-takeover-prevention/","https://www.action1.com/blog/patch-management/rockledge-security-release/","https://www.prnewswire.com/news-releases/action1-introduces-industry-first-endpoint-takeover-prevention-architecture-302920738.html"],"rightsReviewed":"2026-10-27","correctionCount":0},{"slug":"sap-joule-studio-phased-rollout-ai-gateway-plan","eventKey":"sap:joule-studio-phased-ga-enterprise-ai-gateway:2026-10-27","title":"SAP starts a phased Joule Studio rollout and sets a later date for its AI gateway","summary":"Some Joule Studio development and testing functions are entering phased general availability, while SAP Enterprise AI Gateway is planned for the first quarter of 2027.","category":"Developer Tools","issuer":"SAP","status":"Joule Studio availability underway in phases; Enterprise AI Gateway planned for Q1 2027","announced":"2026-10-27","published":"2026-10-27T06:08:00-04:00","modified":"2026-10-27T06:08:00-04:00","state":"published","rightsMode":"original-reporting-issuer-sources","canonical":"https://crawfordgroupholdings.com/news/industry/sap-joule-studio-phased-rollout-ai-gateway-plan/","contentPath":"articles/sap-joule-studio-phased-rollout-ai-gateway-plan.json","contentHash":"83f9800dee8479c396c92f045a7835300d8bbc2149ba174a1949d73c9fde4f34","releaseIds":["prnewswire:302920376"],"sourceUrls":["https://news.sap.com/2026/10/sap-teched-ai-developers-build-what-matters-autonomous-execution/","https://www.sap.com/topics/events/teched/innovation-news-guide-2026","https://www.prnewswire.com/news-releases/sap-empowers-ai-developers-to-build-what-matters-and-turn-intent-into-autonomous-execution-302920376.html"],"rightsReviewed":"2026-10-27","correctionCount":0},{"slug":"ibm-agent-identity-availability-control-stages","eventKey":"ibm:agent-identity-vault-orchestrate-controls:2026-10-27","title":"IBM adds audit logs and a kill switch as agent identity reaches Orchestrate GA","summary":"Watsonx Orchestrate can now assign agents distinct identities, record their access and stop deployed agents. 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