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  • Por qué el filtro de spam de tu Mac sigue dejando pasar el ruido

    Si buscas un filtro de spam para el correo en tu Mac, lo más probable es que ya tengas uno. Apple Mail trae un filtro de correo no deseado integrado, y tu proveedor de correo aplica el suyo antes de que el mensaje llegue a tu equipo.

    Dev.to AI6 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
  • What if AI had been imagined back in 1984?

    What if AI had been designed with the simplicity of the original Macintosh? That question became STANISLAS — The M.A.I.CINTOSH. AI has become incredibly powerful.

    Dev.to AI2 min read
  • Build a Security Questionnaire App With ToolJet MCP

    Introduction Every enterprise deal brings a long security questionnaire, and most security and sales engineering teams still answer it from scratch. This tutorial shows how to build a security questionnaire app with ToolJet MCP for a B2B software company in Dublin.

    Dev.to AI9 min read
  • A callback-first recovery pattern for AI video jobs on Vercel

    An AI video job should keep running when the user closes the tab. That makes the browser a useful progress display, but a poor owner of the job lifecycle. In H3 Max, the video tool I operate, we use a callback-first flow with a delayed recovery check.

    Dev.to AI2 min read
  • the senior developer who can't get hired

    I had lunch with a friend last week who has been writing software professionally for eleven years. Staff-level at his last two companies. Has shipped systems that handle millions of requests a day. Can read an unfamiliar codebase and know where the bodies are buried within an afternoon.

    Dev.to AI7 min read
  • AWS AIF-C01: Bias, Variance & the AWS Tools That Detect Them

    A model can perform well overall and still fail badly for a particular group. That is the central idea behind bias and variance questions on the AWS Certified AI Practitioner exam: training-versus-unseen performance reveals underfitting or overfitting, while differences between demographic groups…

    Dev.to AI9 min read
  • AI Workflow Automation for Government: Secure, Auditable Case Management

    The most dangerous government AI strategy in 2026 is also the most fashionable: treating autonomy as the goal. In April 2026, GAO reported that federal agencies more than doubled AI use from 2023 to 2024, even as acquisition teams still faced gaps in technical expertise and cost visibility.

    Dev.to AI8 min read
  • How the BOT Model Is Powering the GCC Boom in 2026

    India is in the middle of a Global Capability Center surge, and the Build Operate Transfer (BOT) model is one of the quiet engines behind it. The headline numbers get the attention: thousands of GCCs, a sector worth tens of billions, millions of professionals.

    Dev.to AI6 min read
  • My Journey into Open-Source AI for Hacktoberfest 2026!

    Hi everyone! 👋 I am officially participating in Hacktoberfest 2026! This year, the event focuses heavily on open-source software and open-weight AI models, which is a perfect opportunity for beginners like me to get started.

    Dev.to AI1 min read
  • Hire a Rive Animator for Your AI Companion, AI Robot or AI Toy

    Hire a Rive Animator for Your AI Companion, AI Robot or AI Toy Are you building an AI companion, AI robot, AI toy, desktop AI companion, voice assistant, educational robot or smart device with a screen? Your AI may already be able to listen, think and speak.

    Dev.to AI8 min read
  • You hit submit. Then… nothing.

    There’s a beat nobody puts in the launch checklist. You finish the weekend MVP. You find a place that will take a listing without a calendar slot. You paste the URL, write two sentences, hit submit. Then the tab goes quiet. No upvotes. No “congrats!” thread.

    Dev.to AI2 min read

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