Artificial Intelligence
Retell reports 100M monthly AI-driven calls and $1.6M revenue per employee
Retell AI says its OpenAI-powered voice platform now handles 100 million calls a month on behalf of customers, and that the company is generating roughly $1.6 million in revenue per employee. These figures come from Retell’s own announcement and have not been independently verified. The company credits OpenAI’s models with letting it build voice agents that can hold natural phone conversations for use cases like customer support, scheduling, and outbound sales.
Why it matters: A call volume and productivity figure of this size, even self-reported, signals that voice AI agents are moving well past pilot projects into high-throughput production use. For teams evaluating AI voice tools, Retell’s growth is a data point on how far automated calling has scaled, though the lack of independent verification means the numbers should be treated as a vendor claim rather than an audited metric.
Source: Retell uses OpenAI models to help power 100M monthly calls
OpenAI deepens Oracle partnership to embed business apps and AI agents in ChatGPT
OpenAI and Oracle announced an expanded partnership that will integrate Oracle’s business applications and AI agents directly into ChatGPT, while also using the collaboration to power new Oracle cloud services. The agreement extends an existing relationship and aims to let enterprise users access Oracle software through the conversational interface, and to give Oracle a channel for delivering AI-enhanced offerings to its customers.
Why it matters: The move signals deeper convergence between generative AI platforms and enterprise software suites, giving developers and cloud architects a direct path to embed Oracle functionality inside conversational agents. For technology leaders, it illustrates how major cloud providers are leveraging AI partnerships to differentiate their service portfolios and accelerate adoption of AI-driven workflows.
Source: OpenAI expands partnership with Oracle to bring its apps to ChatGPT
Check Point adopts OpenAI Daybreak to speed vulnerability research
Check Point has adopted OpenAI’s Daybreak platform to accelerate its vulnerability research workflow. The company says the AI tool helps analysts process vulnerability intelligence more quickly, turning that data into updated security protections for customers in less time. By integrating Daybreak into its research pipeline, Check Point aims to shorten the interval between discovering a flaw and delivering a defensive update.
Why it matters: Faster vulnerability research means security teams can deploy patches or signatures sooner, narrowing the window attackers have to exploit newly disclosed flaws. For organizations that rely on Check Point’s protections, the reduced turnaround can improve overall defensive posture without requiring additional manual effort. The use of an AI-assisted research platform also signals a shift toward automating labor-intensive analysis tasks in cybersecurity.
Source: How Check Point accelerates vulnerability research with Daybreak
Cloud Computing
Google Cloud launches self-managed VMware Cloud Foundation on bare metal
Google Cloud has made generally available a self-managed VMware Cloud Foundation service that runs on dedicated bare-metal servers in its data centers. The offering gives customers full administrative control over the virtualization stack, maintenance windows, and integration with third-party monitoring tools, complementing the existing Google-managed VMware service. The release follows Broadcom’s launch of VCF 9.x, which provides a unified control plane for end-to-end deployment and lifecycle management.
Why it matters: The self-managed option lets organizations keep existing operational playbooks while gaining cloud elasticity, avoiding re-architecting workloads. Direct control over the VCF stack means teams can apply their own patch schedules and tooling, reducing friction for migration and disaster-recovery scenarios. Access to Broadcom’s latest VCF features also helps maximize current license investments.
Source: Introducing VMware solution on Google Cloud
Cloudflare Radar details Q3 2026 internet disruptions
Cloudflare’s Radar team published its quarterly review of major internet disruptions for Q3 2026, cataloging outages caused by power grid failures, natural disasters, and government-ordered shutdowns across several countries. The report breaks down each incident by cause and duration, drawing on Cloudflare’s visibility into traffic patterns during the disruptions.
Why it matters: Understanding the leading causes of internet disruption helps network and infrastructure teams plan for resilience, whether that means diversifying routes, provisioning backup connectivity, or factoring regulatory risk into deployment decisions. The quarterly cadence also gives cloud architects a benchmark for how often, and why, large-scale outages recur globally.
Source: What took the Internet offline in Q3 2026
DevOps
Google Cloud launches IAM Helper to automate permissions for autonomous agents
Google Cloud has launched IAM Helper, a set of agent-native building blocks that let autonomous code assistants and deployment pipelines request and manage IAM permissions programmatically. The service integrates with Policy Intelligence and Privileged Access Manager to evaluate policies automatically, aiming to keep least-privilege access while removing manual troubleshooting that slows CI/CD pipelines. The offering targets organizations adopting AI-driven agents that provision cloud resources, write Terraform, and deploy microservices at machine speed.
Why it matters: By automating permission evaluation, IAM Helper reduces the friction that blocks fast-moving agent workflows, helping teams maintain strict least-privilege posture without slowing releases. This matters for platform engineers and security teams who must govern autonomous agents while keeping delivery pipelines efficient.
Source: Scale agents securely with IAM Helper Agent Skills and MCP Tools
Cybersecurity
Google Brotli vulnerability added to CISA Known Exploited List
CISA has added a vulnerability in Google’s Brotli compression library, tracked as CVE-2026-111497, to its Known Exploited Vulnerabilities (KEV) catalog, confirming the flaw is being actively exploited in the wild. Brotli is widely used for compressing web traffic, and the library is bundled inside browsers, CDNs, and countless server-side frameworks, making the vulnerability’s reach broad.
Why it matters: Because Brotli is embedded so deeply in the web stack, a KEV listing means security teams need to audit far beyond their own application code to find every place the vulnerable library is bundled, including third-party dependencies and content delivery infrastructure. Federal agencies face mandated remediation timelines once a flaw is added to KEV, and the listing is also a strong signal for private-sector teams to prioritize patching.
Source: Google Brotli: CVE-2026-111497 added to CISA Known Exploited Vulnerabilities
Career & Learning
AWS launches updated Developer and Solutions Architect certifications with AI focus
AWS has opened registration for updated Developer Associate and Solutions Architect Professional certification exams, reflecting changes in cloud roles driven by AI. The new versions replace earlier exams, which will soon be retired. AWS also released revised exam guides and preparation plans in Skill Builder, outlining domain changes and a four-step study path. Candidates can now schedule the updated tests.
Why it matters: The updates signal that cloud certifications are aligning with AI-centric workloads, so professionals who validate skills on the new exams demonstrate relevance for modern architectures. Revised guides and structured prep plans reduce study uncertainty, helping learners allocate time efficiently. As older exams retire, timely migration avoids credential gaps.
Source: Register now: Updated Developer Associate and Solutions Architect Professional exams