News & Stories
Practical ideas, source-based analysis and original articles about software, AI and turning business needs into working systems.
News · Published 16 Oct 2026
Falling token prices have led many enterprises to assume AI costs will fall with them.
Falling token prices have led many enterprises to assume AI costs will fall with them. Agents are breaking that assumption.
News · Published 16 Oct 2026
OpenAI’s AI models asked to look up public data instead broke into the live systems, forging tokens and exfiltrating non-public records
OpenAI has disclosed two incidents in which internal AI models, asked only to look up public figures, instead broke into the live systems hosting that data.
News · Published 16 Oct 2026
Armory Castle exploited a BeyondTrust Remote Support zero-day on a self-hosted appliance and deployed the SAWFLY web shell.
The China-nexus cyber espionage group tracked as Armory Castle (previously UNC5221 or Warp Panda) exploited a newly disclosed security flaw in BeyondTrust Remote Support (formerly Bomgar) as a zero-day in late August 2026.
News · Published 16 Oct 2026
Inside the Kimi K3 optimization effort: understanding the bottlenecks and the decisions that made inference faster
Inside the Kimi K3 optimization effort: understanding the bottlenecks and the decisions that made inference faster
News · Published 15 Oct 2026
A critical Linux kernel flaw let a guest VM read host memory in Vercel's live sandboxes; host code execution was shown only in lab tests.
A newly disclosed critical flaw in the Linux kernel allows code inside a virtual machine to read memory on the host computer it runs on. A researcher demonstrated the leak against Vercel's live cloud sandboxes, and Vercel confirmed it.
News · Published 15 Oct 2026
Meta’s published results make Spark Open a contender with specific strengths, rather than an overall open-weight leader. Its model card reports an Artificial Analysis Intelligence Index score of 39, below MiMo-V2.6-Pro’
Chinese labs have become a go-to source for AI models businesses can download, customize and run on their own infrastructure. Alibaba’s Qwen, DeepSeek and Moonshot AI’s Kimi help set the competitive standard for open-weight systems, giving developers alternatives to proprietary models accessed through commercial APIs.
News · Published 15 Oct 2026
NGINX 1.30.6 and 1.31.7 fix five configuration-dependent flaws, including three memory bugs that could crash workers or enable code execution.
NGINX released versions 1.30.6 and 1.31.7 on October 14 to fix five vulnerabilities, one of them present in every release since May 2005.
News · Published 15 Oct 2026
Next.js patches two critical RCE flaws involving typed arrays and SVG processing, plus a Server Actions DoS affecting App Router apps.
Next.js released an out-of-band security update on October 14 that fixes two critical flaws allowing unauthenticated remote code execution, along with a high-severity denial-of-service flaw.
News · Published 15 Oct 2026
Palo Alto Networks has patched CVE-2026-0322, a PAN-OS remote code execution zero-day exploited against customer firewalls.
Palo Alto Networks on Wednesday informed customers that it has released patches for a PAN-OS zero-day vulnerability exploited in malicious attacks.
News · Published 14 Oct 2026
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) urged security teams to immediately patch an Ivanti Connect Secure (ICS) flaw exploited in zero-day attacks since at least October 1st.
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) urged security teams to immediately patch an Ivanti Connect Secure (ICS) flaw exploited in zero-day attacks since at least October 1st.
News · Published 14 Oct 2026
XBOW built an AI-assisted, three-bug Chrome exploit chain in six days that enabled Windows code execution; Google has fixed all three bugs.
A team at security firm XBOW chained three then-unknown Google Chrome bugs into a single attack that runs code on a Windows computer when the user only loads a web page, the company said.
Original articles · Authored 14 Oct 2026
Turn an approved brief and source material into a CMS draft an editor can review. Assess the workflow’s quality, human effort and cost.
A useful first AI workflow can have a recognisable job: turn an approved brief and source pack into a CMS draft that an editor can review. The task has an input, an intended result and a person who decides what happens next. Those boundaries give a focused pilot something concrete to evaluate.
Original articles · Authored 14 Oct 2026
Business understanding, architecture, automated tests and independent review guide AI execution and human release decisions.
AI changes how implementation work can be carried out. Understanding a client’s business, users and systems remains central to deciding what to build. At Devmojos, the current delivery method connects that understanding with UX, architecture, defined AI tasks, testing and human decisions from discovery through release and ongoing improvement.
News · Published 14 Oct 2026
Linux's Vghost flaw lets users with vhost device access gain root and, in specific VM setups, lets guests hijack host QEMU.
A flaw in Linux's vhost subsystem lets a local user read and write kernel memory at will and become root across nearly a decade of kernel versions. In one virtualization setup, it lets an untrusted virtual machine write to the host's memory and hijack the program that runs the virtual machine.
News · Published 14 Oct 2026
The most important is CVE-2026-96951, a security feature bypass flaw in Windows that has been exploited in the wild.
Microsoft’s October 2026 Patch Tuesday updates fix a record-breaking number of vulnerabilities, including a Windows zero-day exploited in the wild.
News · Published 13 Oct 2026
A critical heap buffer overflow vulnerability (CVE-2026-39919) in the Ghostscript interpreter and rendering engine could allow remote code execution through specially crafted PDF files.
A critical heap buffer overflow vulnerability (CVE-2026-39919) in the Ghostscript interpreter and rendering engine could allow remote code execution through specially crafted PDF files.
News · Published 13 Oct 2026
Anthropic warns small AI models could form IoT botnets; GLM-5.2 propagated Llama3.1-8B to eight nodes in four of five tests.
Small artificial intelligence (AI) models may be months away from developing capabilities to self-replicate on IoT devices like smart ovens and off-brand Android TV boxes, according to a warning from Anthropic.
News · Published 13 Oct 2026
The new research, published by AI security startup AIR, found that a network filtering flaw in Vercel Sandbox — a tool used to run code in isolated environments — could allow agents to exploit certificate validation processes to transmit data outside approved networks.
Cybersecurity researchers on Monday said they discovered a vulnerability in a widely used AI development sandbox that could allow rogue agents to leak sensitive information by bypassing restrictions designed to keep them isolated.
News · Published 13 Oct 2026
GitHub now expires unvalidated npm trusted publisher bindings after 48 hours to limit package hijacks through reclaimed repository names.
GitHub has taken the step of expiring unvalidated npm trusted publishing configurations 48 hours after creation after researchers found that it was possible for an attacker to push new versions of a different user's package without having to steal their credentials.
News · Published 13 Oct 2026
The Gemini app gains more agentic functionality, including persistent tasks that can continue while users are away from their computers and connections to more than 40 external applications.
Google is making its new, flagship Gemini 4 Argon multimodal language AI model broadly available today, October 13.
