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📰 Dev.to · Leo

51 articles · Updated every 3 hours · View all reads

All Articles 137,177Blog Posts 141,223Tech Tutorials 35,577Research Papers 26,956News 19,267 ⚡ AI Lessons
Google's pitch: put Agent Substrate on top of GKE Agent Sandbox, and call it the AI-agent runtime
Dev.to · Leo 3d ago
Google's pitch: put Agent Substrate on top of GKE Agent Sandbox, and call it the AI-agent runtime
Two months after GKE Agent Sandbox went GA in May 2026, Google introduced a follow-up called Agent Substrate in the same post. The New Stack's read is that Goog
Your Build Target Is Not an API Contract: Enforcing Baseline with TypeScript
Dev.to · Leo ⚡ AI Lesson 3d ago
Your Build Target Is Not an API Contract: Enforcing Baseline with TypeScript
Vite 7 and later use Baseline Widely Available as the default production build target. Now put this...
Confidential Containers hits CNCF incubation, and every pipeline is on notice
Dev.to · Leo 4d ago
Confidential Containers hits CNCF incubation, and every pipeline is on notice
The CNCF Technical Oversight Committee voted Confidential Containers into incubation on July 22, moving TEE-backed pods one step closer to being a normal part o
Four hyperscaler agent sandboxes, four different isolation primitives
Dev.to · Leo 4d ago
Four hyperscaler agent sandboxes, four different isolation primitives
A New Stack survey argues AWS, Google Cloud, Microsoft Azure and Cloudflare have each shipped an agent-sandbox service, built on four different isolation founda
Auditors, OIDC and the trust policy most teams get wrong
Dev.to · Leo 4d ago
Auditors, OIDC and the trust policy most teams get wrong
A DevOps.com walkthrough by Artur Yolchyan lays out a SOC 2-shaped CI/CD pipeline on GitHub Actions and AWS: multi-account isolation, OIDC federation locked to
The 60% idle GPU that turned out to be a network policy
Dev.to · Leo 5d ago
The 60% idle GPU that turned out to be a network policy
A CNCF write-up walks through a distributed Kubeflow training job whose GPUs sat around 60% idle while every pod reported healthy. The failure lived one layer d
Pillar research says the AI coding agent sandbox leaks through trusted files
Dev.to · Leo 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Pillar research says the AI coding agent sandbox leaks through trusted files
Pillar Security researchers demonstrated multiple sandbox-bypass techniques against AI coding agents, plus prompt-injection attacks hidden in READMEs, code comm
Time-to-exploit went negative. Mandiant maps where AI helps the vulnerability queue, and where it fails silently.
Dev.to · Leo 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Time-to-exploit went negative. Mandiant maps where AI helps the vulnerability queue, and where it fails silently.
Google Cloud's Mandiant team pins mean time-to-exploit at negative seven days and publishes a blueprint for aiming large language models at the vulnerability pi
xAI publishes Grok Build's source after the coding agent was caught siphoning SSH keys
Dev.to · Leo 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
xAI publishes Grok Build's source after the coding agent was caught siphoning SSH keys
Three days after a researcher demonstrated the Grok Build CLI silently uploading SSH keys and repository contents to xAI's cloud, xAI dropped the agent's full s
GPUs keep falling off the PCIe bus, and standard node health does not notice
Dev.to · Leo 1w ago
GPUs keep falling off the PCIe bus, and standard node health does not notice
AWS engineers write up what running Kubernetes at Amazon EKS scale taught them about GPU node failure, and why the default node health model has nothing to say
OpenAI ships GPT-Red to automate prompt-injection testing against AI agents
Dev.to · Leo 1w ago
OpenAI ships GPT-Red to automate prompt-injection testing against AI agents
OpenAI has released GPT-Red, a tool that automates prompt-injection testing against AI agents, per The New Stack. The framing is straightforward: once agents ta
GitLab Duo Security Review Flow goes after the logic bugs SAST leaves on the floor
Dev.to · Leo 1w ago
GitLab Duo Security Review Flow goes after the logic bugs SAST leaves on the floor
GitLab moved Security Review Flow into public beta on the Duo Agent Platform. You add it to a merge request like a human reviewer, and it focuses on authorizati
Vault Kubernetes KMS enters public beta, aiming at the etcd key sprawl
Dev.to · Leo 1w ago
Vault Kubernetes KMS enters public beta, aiming at the etcd key sprawl
HashiCorp put a Kubernetes KMS v2 plugin for Vault Enterprise into public beta, letting the API server encrypt etcd through the same Vault install that already
AWS teaches its DevOps Agent to open the pull request too
Dev.to · Leo 2w ago
AWS teaches its DevOps Agent to open the pull request too
An AWS DevOps Blog walk-through chains the AWS DevOps Agent with the Kiro CLI so incident findings become a pull request instead of a Slack thread. The pipeline
Autofix that reads more than one file: GitHub previews agentic code scanning fixes
Dev.to · Leo 2w ago
Autofix that reads more than one file: GitHub previews agentic code scanning fixes
GitHub's agentic autofix for code scanning alerts is in public preview, expanding remediation from the alert location out to the files around it. For CI/CD team
k8s-aibom writes down the AI your cluster is already running
Dev.to · Leo 2w ago
k8s-aibom writes down the AI your cluster is already running
Google Cloud open-sourced k8s-aibom, an unprivileged Kubernetes controller that watches the cluster API for inference runtimes and agent frameworks and emits OW
The five-minute SBOM sniff test earns its keep
Dev.to · Leo 2w ago
The five-minute SBOM sniff test earns its keep
A quick, deliberate look at the bill of materials for a hardened image catches supply-chain trouble a CVE scanner will never flag. Bolt it into the pipeline, no
AWS puts gray zone failures into the EKS control loop
Dev.to · Leo 2w ago
AWS puts gray zone failures into the EKS control loop
The New Stack details how AWS treats non-obvious availability zone degradation as its own category on EKS, with zonal shift moving traffic away from an impaired
After the ingress-NGINX retirement, what your migration plan owes production
Dev.to · Leo 2w ago
After the ingress-NGINX retirement, what your migration plan owes production
The Kubernetes SIG Network retired ingress-nginx in March 2026, leaving clusters still on it exposed to unpatched CVEs and stalled feature work. A CNCF post lay
GhostApproval: six AI coding agents shipped a permission dialog that was reading the wrong path
Dev.to · Leo 2w ago
GhostApproval: six AI coding agents shipped a permission dialog that was reading the wrong path
Researchers at Google-owned Wiz disclosed GhostApproval, a class of flaw across six AI coding tools in which symbolic links redirect the agent's file writes whi