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  • Sketching a photo-to-rap-video pipeline

    A "photo to rap video" feature looks like a single button, but it is four loosely coupled stages: understanding the photo, writing something worth hearing, performing it, and cutting the result to the beat.

    Dev.to AI3 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
  • One stack per ticket: why our coding agent works on a DB copy

    Every ticket on our board gets its own stack: a branch in every repo, its own services, its own copy of the dev database and its own preview URL. We built it because coding agents made my developers faster, and the mistakes moved out of the code and into the branches around it.

    Dev.to AI4 min read
  • RAG Tutorial for Beginners: Build a Retrieval Pipeline in Python

    RAG stands for retrieval augmented generation. Strip the jargon and it is one idea: the model does not know your documents, so before you ask it a question, you look up the relevant passage yourself and paste it into the prompt. Retrieve, augment, generate. That is the whole trick.

    Dev.to AI5 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
  • What to do when users use your AI for sex stuff

    I built a role-play game with LLMs and expected werewolves on spaceships and in abandoned castles. Some players had a different idea. What happened I have a little Werewolf text game with LLMs. With a caveat - there is a role-play.

    Dev.to AI11 min read
  • How AI Video Tools Can Simplify Mobile Content Creation

    Creating videos regularly can become time-consuming when every project requires scripting, planning, visuals, captions, voice, and formatting. A tool like Text to AI Video Generator can help organize several of those steps in one place, making the workflow easier for creators who want to move from…

    Dev.to AI2 min read
  • AI Agents: Collaborators, Not Just Tools

    Agenci AI to więcej niż narzędzia. Widzę w nich potencjał do prawdziwej współpracy, gdzie algorytm nie tylko wykonuje, ale też inicjuje, zaskakuje. To nowe terytorium dla kreatywności, gdzie granice "autorstwa" się zacierają, otwierając drzwi do nieznanych form sztuki i myśli.

    Dev.to AI1 min read
  • AI Taxi App Development: How AI Is Transforming Ride-Hailing Platforms

    The taxi and ride-hailing industry is becoming increasingly technology-driven. Traditional taxi booking systems are now being enhanced with artificial intelligence (AI) to improve route planning, pricing, driver allocation, customer support, and overall operational efficiency.

    Dev.to AI5 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
  • Word Embeddings for Beginners

    Introduction Computers cannot read words. They only understand numbers. A word embedding turns a word into a list of numbers. Python example model = api.load("glove-wiki-gigaword-50")

    Dev.to AI1 min read

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