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PHP Scriptlerinde Barkod Okuma API Entegrasyonu
PHP Scriptlerinde Barkod Okuma API Entegrasyonu, modern uygulamalarda veri yönetimini kolaylaştıran önemli bir süreçtir. Bu yazıda, barkod okuma API entegrasyonunun ne olduğunu ve nasıl kullanılacağını öğreneceksiniz. Makale, popüler barkod okuma API'lerini, …
🚀 Building My First Backend Project: Expense Tracker API
As part of my journey into backend development, I recently built my first REST API — an Expense Tracker API. The goal of the project was simple: create a backend system that allows users to track expenses, organize them by category, and manage financial recor…
Prompt management, RAG, and agents with HazelJS
One starter: typed prompt templates, a live registry, FileStore persistence, RAG, supervisor agents, and AI tasks—all driven by the same prompt system Introduction Managing LLM prompts well is hard: you want versioning, overrides without redeploys, and a sing…
Using Ollama with VS Code for Local AI-Assisted Development
Using Ollama with VS Code If you want an AI coding assistant without sending your code to the cloud, Ollama makes it easy to run an LLM locally and easily integrates with Visual Studio Code amongst other IDEs. 1. Install Ollama & Run A Model Download and …
The problem with dialogue datasets
Most dialogue datasets used to train and evaluate language models contain only text. A speaker label. A message. Sometimes a sentiment tag. That is the standard format. And for many tasks it is fine. But if you are building systems that need to reason about p…
Ditching Doomscrolling for Daily Briefs!
Hey everyone! So, college life, right? Between classes, studying, trying to have a social life, and maybe even attempting to cook something that isn't ramen, it feels like there's zero time to actually know what's going on in the world. I used to feel so out …
The Ultimate Ruby Scraping Stack: From Nokogiri to Ferrum
Web scraping in Ruby isn't a "one size fits all" task. If you use a headless browser for a static site, you’re wasting CPU. If you use Nokogiri for a React app, you’ll get zero data. Here is the professional decision tree for choosing your scraping strategy. …
Building Autonomous AI Agents That Actually Do Work
How I built an autonomous SEO agent in Python that perceives data, reasons through strategy, and executes tasks — no babysitting required. Most LLMs just sit there waiting for your next prompt. You type something, it responds, you type again. It's a glorified…
Unreal Engine 3D Fluid To Flipbook
I always wanted to create blood VFX using alembics but that turned out to be a bit high end effect which can have a huge file size, it still is perfectly fine to use it for high fidelity games, but it obviously doesn't scale well enough. All this time unreal …
Is NVIDIA NIM's free tier good enough for a real-time voice agent demo?
TL;DR: NVIDIA NIM gives you free hosted STT, LLM, and TTS, no credit card, 40 requests/min. Plug it into Pipecat and you have a real-time voice agent with VAD, smart turn detection, and idle reminders in a weekend. Full code on GitHub I wanted to test NVIDIA'…
Agentic AI in Payments Is Exciting. It’s Also a Minefield.
We're on the verge of AI that doesn't just advise on payments — it executes them. Book the flight, split the bill, pay the invoice, trigger the refund. All autonomously, on your behalf. That's genuinely powerful. It's also terrifying if you think about it for…
42% of Committed Code Is AI-Generated. Only 48% Gets Reviewed. Here's Why That Gap Will Break Your Production.
This week, a developer ran terraform destroy and lost 2.5 years of production data. Claude Code did it. The agent was just following instructions. The story went viral. But the more uncomfortable story is in the data sitting underneath it. The Verification De…