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  • AI is speeding up exploits. Vulnerability spreadsheets can’t keep up.

    Artificial intelligence has changed almost every aspect of software development and cybersecurity. But perhaps one of the most profound changes The post AI is speeding up exploits. Vulnerability spreadsheets can’t keep up. appeared first on The New Stack.

    The New Stack - AI6 min read

  • O SDLC agêntico: um caminho pra sair do loop

    Por que se você está no loop, você é o gargalo. Nas últimas semanas, enquanto pesquisava padrões para estruturar o desenvolvimento com IA além do hype de autocompletes na IDE, assisti aos vídeos-ensaios de Dan Disler (IndyDevDan)¹ sobre fábricas de software autônomas.

    Dev.to AI17 min read

  • gVisor is being donated to CNCF

    In 2018, Google open-sourced gVisor under the Apache 2.0 license. To the best of its contributors’ knowledge, it has ever since remained the second most mature implementation of Linux, after Linux.

    Lobsters6 min read

  • Agent security moves out of the agent itself

    Control leaves the process NVIDIA presented the Open Agent Safety Platform on September 28, and the design decision is the news. The runtime is called OpenShell, it is open source, and it already supports Codex, Claude Code, Pi and Hermes.

    Dev.to AI5 min read

  • What is Prompt Caching?

    What does “Prompt Cache Warm” actually mean in Claude Code? In this short, we break down how prompt caching works, why Claude doesn’t need to reprocess your entire conversation every time, what the 60-minute timer really means, and why cached prompts can make later requests much cheaper and faster.

    KodeKloud

  • The Delegation Boundary: Automate What You Can Undo

    Your agent triaged the alerts, wrote the patch, opened the pull request, updated the docs, and merged. The bug is in production. The migration ran against the wrong table. The customer got the email with the wrong number. All of it is irreversible. And a human owns every bit of it.

    Dev.to AI7 min read

  • How I Built a 24/7 AI DevOps Coding Agent for About CAD 200

    Hermes + Claude Code + Telegram on a cheap always-on thin client. Hi, I'm Amir 👋 I'm a DevOps engineer, and a surprising amount of my time goes into work that is important but repetitive. A server needs patching. A CI/CD pipeline fails. A script needs a small change.

    Dev.to AI10 min read

  • My agent guardrail only lived on the laptop. So I compiled it into AWS.

    For the past few weeks I've been building Aegis-DevOps, an open-source check that sits in front of the shell commands an AI coding agent runs. Before Claude Code, Codex, Copilot, Cursor or Gemini CLI runs kubectl, terraform or aws, a hook hands the command to Aegis, and Aegis blocks it if your…

    Dev.to AI5 min read

  • Parallel Agents Need a Work Topology, Not Just More Copies

    Launching five agents on one large issue does not create five independent units of progress. If all five edit the same module, interpret the same vague requirement, and compete for one integration decision, the team may have created a queue of conflicting patches.

    Dev.to AI5 min read

  • git worktree quietly poisoned my AI fleet (and Syncthing helped)

    Every component worked to spec. The system broke anyway. I run a fleet of AI agents at home: several machines, a shared knowledge base in Obsidian, Syncthing keeping it all in one shape. Last week the fleet started getting dumber.

    Dev.to AI4 min read

  • Is Kubernetes Gateway API Replacing Ingress?

    Is Kubernetes Gateway API Replacing Ingress? The Ingress API isn’t going anywhere. The ingress-nginx controller you’re probably running already has. Those are two very different problems. The …

    Towards AI9 min read

  • System Design: Designing Load Balancer⚖️

    How a Load Balancer Actually Splits Traffic! Round robin sends requests to servers A, B, C and D in a fixed loop, so it has no idea when one server is stuck on slow 2-second payment requests.

    KodeKloud

  • Presentation: Beyond Observability: Evolving Production Operations in the Age of AI

    The panelists discuss how production operations are evolving with AI, turning operational data into actionable insights for incident response. They explain how automation and new architectural practices help engineering teams build more understandable systems, while exploring how AI reshapes…

    InfoQ - AI/ML/Data35 min read

  • AWS FINALLY FIXED IT!

    Amazon Web Services just overhauled its setup process to make building in the cloud much simpler. New users can now sign up using Google, GitHub, Apple, or Amazon accounts without needing a credit card to start.

    KodeKloud

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