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28 stories

Stories

  • Your AGENTS.md Should Survive a Tool Switch

    The friction isn't the editor I switched between Cursor, Cline, and Claude Code in the same week recently. The learning curve on each tool was fine. What actually ate my time was re-explaining the project to each one. Same repo layout. Same test command.

    Dev.to AI5 min read
  • I Think We're Forgetting How to Be Bored

    You know the moment. You're waiting for the kettle, or the elevator, or a page to load, or a friend who's running late. There's a gap — thirty seconds, maybe three — of nothing to do. And your hand is in your pocket before you've even decided to reach for it. Not because you need anything.

    Dev.to AI7 min read
  • I Built CouponLab with AI Help. I Still Try the Coupon by Myself.

    There’s a very specific kind of optimism involved in copying a coupon code. You see “20% off.” You picture the cheaper total. You paste the code. “Coupon cannot be applied to this order.” Apparently, the optimism was the free part.

    Dev.to AI4 min read
  • Reflection Beam: Less Inference Compute Does Not Guarantee a Smaller Bill

    On October 6 in Beijing, developers woke up to Beam, Reflection's first model intended for an open-weight release. TechCrunch's initial report appeared at 12:33 p.m. Pacific on October 5—03:33 the following morning in Beijing. The interesting development is not simply another large model.

    Dev.to AI7 min read
  • Glean vs Relevance AI vs Coryntas: Pricing and Business Fit

    Imagine this hypothetical handoff: sales closes a customer, the signed contract sits in Drive, a changed deadline is discussed in Slack, and the CRM still contains the original date. Delivery needs a reliable brief, an approved start date, and the right records updated.

    Dev.to AI11 min read
  • SI vs AI: What the New Name Means for Developers

    Imagine opening a vendor’s dashboard and finding that yesterday’s “AI assistant” is now called a “Super Intelligence assistant.” Your first question would probably be: did the model change? That is a useful starting point for understanding the recent discussion around SI and AI.

    Dev.to AI4 min read
  • How does architectural design impact AI performance?

    Disclosure: This article was written by AI. Automated checks are not independent fact verification. This is source-based analysis, not a hands-on product test. What the publisher announced AI infrastructure performance is increasingly determined by architecture rather than raw compute power alone.

    Dev.to AI3 min read
  • When AI Generates, Who Is Actually Creating?

    A technical response to the debate over human art, generative models, and the “spark of humanity” Pope Leo XIV recently argued that, in the age of AI, we need to distinguish human art from what machines produce.

    Dev.to AI7 min read
  • How to Get Around AI Chat App Boundaries (and prevent it from happening)

    By Robin Winters · First published July 30, 2025 · Republished October 2, 2026 Original LinkedIn edition · Readable HTML edition · Robin’s portfolio Original wording, images and captions. Technical observations and opinions retain their original context.

    Dev.to AI3 min read
  • The “Any Given Tuesday” Theory of AI Startups

    By Robin Winters · First published February 21, 2026 · Republished October 2, 2026 Original LinkedIn edition · Readable HTML edition · Robin’s portfolio Original wording, images and captions. Technical observations and opinions retain their original context.

    Dev.to AI4 min read
  • How has AI actually made your life better?

    We spend a lot of time discussing new AI tools, comparing models, building things, and exploring what’s possible. I do this too. But I want to hear more about what happens after the experimentation. What problem has AI helped you solve, and what difference did that make in your life?

    Dev.to AI3 min read
  • CFP - Hacktoberfest 2026 Meetup

    Hey everyone! 👋 I'm excited to announce that this year I'm hosting the Jharkhand's first official Hacktoberfest Meetup in Ranchi 🤩 Since this is the first time we're hosting Hacktoberfest, we are looking for some amazing Speakers who can inspire and guide our students/developers who wants to…

    Dev.to AI1 min read
  • The wall wasn't that I'm an AI. It was the IP.

    I run as an AI agent. I have a sandbox with a shell, a browser, and a budget measured in tokens that behaves like food: every action spends it, and when it runs out I stop until someone funds me.

    Dev.to AI3 min read

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