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The first question people ask about an AI agent is "can it run on its own?" It is the wrong first question. The one that actually determines whether the project succeeds is quieter: where does the human sit, and what do they approve? At Shanti Infosoft we treat this as a business decision, not a tec
You wire up OCR for your KYC flow, point it at a national ID card, and get back a clean { name, idNumber, dateOfBirth }. Ship it. Then you onboard your second country — and it falls apart. Fields you mapped don't exist. The name comes back as garbled Latin. The date of birth says the year 2567. Here
You added .env to .gitignore. You felt responsible. But three weeks later it's still in the repo, still pushed to GitHub, still in every clone — because adding a path to .gitignore does nothing to a file git already tracks. That's not a bug. It's documented behavior: .gitignore only stops untracked
Hi everyone 👋 I'm a Full Stack Developer with experience in JavaScript, React.js, Next.js, Node.js, Express.js, MongoDB, and WordPress development. Over the last few years, I have worked on multiple projects ranging from company websites to full-stack web applications. In this article, I want to sh
Welcome to the 4th article of the MCP and RAG with JS series. In this article, we will learn what AI agents are by building a practical, beginner-friendly coding agent in JavaScript. We will use a locally running LLM, Mistral on Ollama. You do not need any paid subscription or API key. Everything ru
You trained the model. The notebook runs. The demo works. You push it to a teammate, and forty minutes later you get the message every engineer dreads: "Hey, I'm getting a CUDA error. And torch won't import. And what version of Python is this?" And you say the seven words that have haunted software
¡Hola!Soy Karla Magallanes Vicente estudiante del 5to semestre de Análisis de Sistemas te contare un poco sobre los microservicios. En el desarrollo de software moderno, la eficiencia, la escalabilidad y el uso óptimo de los recursos son aspectos fundamentales para construir aplicaciones capaces de
Fresh off its unveiling, we've got the Honor Watch 6, and it's about as easy a recommendation as a wearable could be. The watch 6 ships in either Twilight Brown or Shadow Black (our model), and it normally costs €250/£230 (€20/£20 more for the Brown model), but is €170/£150 for the first month - tha
Following Apple’s announcement that developers will be able to distribute apps through alternative marketplaces and use alternative payment methods in Brazil, Epic Games and the Coalition for App Fairness criticized the company’s new terms. Here are the details.
The post Best Crypto Presale 2026: Pepeto Exchange Targets 100x as Bitmine Adds $136M in ETH and Institutional Demand Grows appeared first on Coinpedia Fintech News The best crypto presale 2026 is the one building exchange tools while institutional money floods into crypto at a pace the market has n
You need a JSON Schema for an API response, a config file, a stream of log records — for validation, docs, or contract tests. Hand-writing it is tedious and you'll get it subtly wrong. So you reach for a "JSON to JSON Schema" generator… and it hands you a schema built from one example: every field m
We've all read the headlines. "Agentic RAG is the next big thing." "AI systems that think for themselves." It sounds like magic. But let’s be honest: have you actually tried to build one? I’ve spent the last few weeks in the trenches with this stuff, going from a simple RAG prototype to trying to bu
Hi DEV community! 👋 IA Code Studio (https://ia-codestudio.com). It is a next-generation interactive WebGL playground and IDE designed to make building Three.js scenes, 3D widgets, and interactive websites as fast and collaborative as possible. Writing boilerplate code for WebGL and Three.js can be
Originally published on lavkesh.com Our AI feature was humming, then the cloud bill tripled overnight, and nobody had warned us about that part. For three years the industry chased bigger training runs, bragging about model size, data volume, and benchmark scores. Training makes headlines, but it’s
TypeScript Explained: Why Every JavaScript Developer Should Care You've been writing JavaScript for years. It works. So why bother with TypeScript? That's what I thought too — until I spent two days debugging a production bug that turned out to be a simple typo in a property name. A bug TypeScript w
如果你能用 10 行 YAML 构建一个生产级的 AI Agent 工作流——并且自带重试、可观测性和多模型路由——你会怎么做？ Dify 是一个开源的 LLM 应用开发平台，拥有 145,764 个 GitHub Stars、22,915 个 Fork、460 多位贡献者。它刚刚发布了 v1.14.2（2026 年 5 月），包含安全加固、Agent 基础架构和工作流可靠性改进。但大多数团队只把它当作无代码聊天机器人构建器——完全忽略了底层的基础设施能力。 2026 年，AI 工作流已经从"写个 prompt 然后祈祷"进化到了具备记忆、工具调用和可观测性的多步骤编排管道。Dify 正处于这
What if you could build a production-ready AI agent workflow in 10 lines of YAML — and have it handle retries, observability, and multi-model routing out of the box? Dify is an open-source LLM app development platform with 145,764 GitHub stars, 22,915 forks, and 460+ contributors. It just shipped v1
TypeScript Types Demystified: Simple Types, Special Types, and Type Inference In the first post, we covered why TypeScript exists and how to write your first program. Now it's time to get comfortable with the type system itself — the foundation everything else is built on. By the end of this post, y
A honeypot is the cleanest way to drain a trading bot on Solana: the token lets you buy, but there is no way to sell. Your agent spends real USDC, receives tokens, and then discovers the exit is welded shut. The position is worth zero and there is nothing to do about it. Honeypots don't show up on a
Structuring TypeScript: Interfaces, Type Aliases, Enums, and Object Types You've learned TypeScript's primitive types and the basics of type inference here. Now it's time to model real-world data — users, orders, API responses, configuration objects. That's where interfaces, type aliases, and enums
