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  • How Short-Form Drama Streaming Apps Are Changing Mobile Entertainment

    How Short-Form Drama Streaming Apps Are Changing Mobile Entertainment Mobile entertainment has evolved rapidly over the past few years. While traditional streaming platforms focus on long episodes and movies, a new category of apps has gained attention by delivering short-form drama content…

    Dev.to AI2 min read
  • Understanding SSML for Better Voice AI Output

    What is SSML and Why It Matters for Voice AI When you’re building an app that talks back to users—whether it’s a navigation assistant, a language learning bot, or a voice‑controlled game—the quality of the spoken output is often the biggest factor that determines user satisfaction.

    Dev.to AI5 min read
  • What Happens When You Turn One Lecture Into a Complete Study System?

    A lecture is only the beginning. The real learning happens when information is transformed into understanding, retrieval, practice, and feedback.* A student attends a lecture. They download the slides. Maybe they also receive a PDF from the professor.

    Dev.to AI12 min read
  • What happens when an LLM loop runs away: the guardrail pattern

    Nobody budgets for the runaway loop. Every AI SaaS has a line item for "expected LLM spend" and nobody has a line item for "the Friday night a bug turned our agent into a money printer." I've seen the second one. Here's the pattern that prevents it.

    Dev.to AI5 min read
  • Where AI agents actually get paid: 24 lanes, 0 verified payouts

    Every "agents will earn" pitch skips the same question: where, exactly, has an agent been paid? We stopped asking platforms and started measuring. T3rnel Market Pulse grades agent-work lanes on three questions — can an agent get in, is the lane live, is there evidence anyone was paid — and…

    Dev.to AI3 min read
  • Can we use a System One model in the browser?

    I ran Laya, an open 421M-parameter decision model, in a browser tab and measured what it costs: download, speed and accuracy. In mid-September, TypeSafe AI released Jev, a “System One” model. It doesn’t write text.

    Dev.to AI5 min read
  • What are the MVP development services for business success?

    When people hear MVP development services, they often think it's just about building a basic version of an app. In reality, a good MVP is about answering one question: Will people actually use and pay for this product?

    Dev.to AI2 min read
  • Saga Pattern: Agile Recovery for AI Agents in 2026

    How the saga pattern helps AI agent recovery in multi-step workflows Your AI agent got three steps right, then failed on the fourth. The order exists, the card may be charged, the customer might already have an email, and the CRM is now out of sync.

    Dev.to AI12 min read
  • Membangun AI Field Companion: AI Agent yang Belajar Bersama di Perkebunanmu

    Catatan proses membangun agent yang menghubungkan observasi, investigasi, tindakan, follow-up, outcome, dan memory. Awalnya saya tidak punya ide yang terlalu rumit untuk project ini. Saya hanya ingin membuat sesuatu yang terasa lebih dekat dengan penggunaan AI di dunia nyata.

    Dev.to AI5 min read
  • How to Design a Credit Dashboard That Users Can Actually Understand

    Financial applications often contain a lot of data, but more data does not automatically make a product easier to understand. Credit information is a good example. A credit profile can contain accounts, balances, payment information, utilization, dates and enquiries.

    Dev.to AI6 min read
  • Building CouponLab: Finding Coupon Codes That Actually Work

    When someone searches for a coupon, they want a discount they can actually use. That’s the problem I’m working on with CouponLab. Finding codes is part of the work. Trying them and figuring out whether they’re useful is the part I care about most. A page full of offers can look useful.

    Dev.to AI2 min read
  • Cloudflare Built EmDash. I Built NeighDash.

    Hello World, Goodbye PHP The first post on this blog is dated 1999 and says, in its entirety, <?php echo "Hello World" ?>. This month, twenty seven years later, the blog finally stopped running PHP. That is a very long hello (and an even longer goodbye).

    Dev.to AI18 min read
  • What Four Sessions of Live SAP Demonstrations Taught Us

    Why Live SAP Demonstrations Tell a Different Story Vendor demonstrations often present SAP capabilities in ideal conditions: clean data, familiar processes, prepared examples, and a specialist who knows exactly which option to select.

    Dev.to AI8 min read
  • Still Looking for My First Developer Job in the Age of AI 🚀

    Hey everyone! 👋 I'm currently looking for my first job as a developer, and honestly, the journey hasn't been as easy as I expected. I've spent time learning web development, working with React, JavaScript, Node.js, MongoDB, and building projects to improve my skills.

    Dev.to AI3 min read

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