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Hacker News: Front Page • 2026-08-15 16:53

The Dutch Community Where People Live on Strips of Land in a Lake

Article URL: https://www.core77.com/posts/144869 Comments URL: https://news.ycombinator.com/item?id=49312165 Points: 10 # Comments: 0

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DEV Community • 2026-08-15 16:53

Building MoneyBuddy: From a Simple Voice Agent to a Multi-Agent AI System in 10 Days

Hi, I'm Gowtham M. Over the last 10 days, I participated in the 10 Days of Voice Agents — VoiceForBharat Edition and built MoneyBuddy, an AI-powered voice assistant designed to make financial and government scheme-related information more accessible through natural conversations. What started as a basic voice interaction gradually evolved into a system involving real-time AI, voice processing, m...

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DEV Community • 2026-08-15 16:51

Building RupeeGPT: A Multilingual Voice AI Financial Assistant for Bharat

How I Built RupeeGPT: A Voice-First AI Financial Assistant for India in 10 Days #VoiceForBharat | Built with the fastest TTS API — Murf Falcon | 10 Days of Voice Agents Ten days ago, I started with a blank repo and a challenge: build a production-ready voice AI agent for Indian users — one that could speak naturally in English, Hindi, and Hinglish; remember returning callers; esca...

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DEV Community • 2026-08-15 16:51

I Built an MCP Server That Reviews Code Locally — No SaaS, No Uploads

AI coding assistants ship code fast. But someone still has to review it. I wanted that "senior engineer second pair of eyes" to live inside my editor, run entirely on my machine, and work with whatever assistant I'm using today. So I built MCP Code Review Server — a Model Context Protocol (MCP) server that connects to Claude Code, Cursor, Cline, or any MCP client. What it does It expos...

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DEV Community • 2026-08-15 16:51

Killing a Feature Is a Graph Problem, Not a Product Problem

Here's the claim that gets people arguing in Slack threads at 11pm: you cannot decide whether to kill a feature by looking at its usage metrics. Usage metrics tell you who touches the front door. They tell you nothing about what's load-bearing in the basement. I've watched teams sunset a feature with 2% MAU and take down three internal tools, a partner integration, and a compliance report that fin...

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DEV Community • 2026-08-15 16:47

🍝 Pasta Shape Guide — An Interactive Guide to the Pasta We Love

This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing What I Built For the Frontend Challenge: Comfort Food Edition, I decided to build around one of my favorite comfort foods: pasta. 🍝 Instead of creating a simple recipe landing page, I wanted to make something people could actually explore. So I built Pasta Shape Guide, an interactive guide to differen...

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/r/ReactJS - The Front Page of React • 2026-08-15 16:44

Announcing ink-frame: Grids for Ink!

https://github.com/oliveryasuna/ink-frame Ink's own box borders are fine for a single box. Put two of them next to each other and the seam between them comes out as ││, two parallel lines instead of one shared edge. That's because a box border is one unbroken line and there's nowhere to hang a ┬ or a ┼ part-way along it. ink-frame sidesteps that by painting every border into a single character gri...

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DEV Community • 2026-08-15 16:39

Building SpeakEasy AI: A Multilingual Voice Agent for Bharat

Voice AI is becoming more accessible, but language and accessibility still remain important challenges for many users in India. As part of the Murf AI Voice for Bharat Challenge, I built SpeakEasy AI — a voice-based AI assistant designed to help users practice English through natural conversations. 🚀 What is SpeakEasy AI? SpeakEasy AI is a conversational voice agent that allows users ...

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Hacker News: Front Page • 2026-08-15 16:38

A controversial Alzheimer's surgery is said to reverse symptoms

Article URL: https://www.nature.com/articles/d41586-026-02448-x Comments URL: https://news.ycombinator.com/item?id=49312008 Points: 8 # Comments: 0

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DEV Community • 2026-08-15 16:32

Salesforce Certified Administrator (Sales-Con-201): Data Models, Security & Flow Architecture

When preparing for the Salesforce Certified Administrator exam, the key to passing isn't memorizing feature lists—it's understanding how to translate business requirements into scalable, declarative platform architecture. Whether you are configuring multi-tenant CRM security or building complex business process automations, this study log breaks down the core technical domains and practical logic...

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DEV Community • 2026-08-15 16:30

Graph Theory in C#

Using graph search to solve real-world problems in C# Most day-to-day C# work involves flat collections: filter a list, sort a table, look something up by key. Those shapes are well served by LINQ and a dictionary. But some problems are about relationships rather than records, and flat collections handle them badly. A few examples that show up in real systems: Which permissions does a user inher...

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DEV Community • 2026-08-15 16:29

🐾 PawSense AI — Your Dog’s AI Companion & Canine Translator

This is a submission for Weekend Challenge: Dog Days Edition What I Built PawSense AI is an interactive, full-stack AI application designed to celebrate the unique bond between humans and their dogs. By simply uploading a photo, capturing a live webcam shot, or picking from a curated pack of sample pups, Google Gemini’s multimodal vision transforms that single image into an entertainin...

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DEV Community • 2026-08-15 16:29

The Internet Feels Simple Until the Pipes Start Leaking

Most people only notice infrastructure when it breaks. A checkout button spins for too long, a video call freezes, a payment gets marked as pending, or a dashboard says everything is fine while the customer is already gone. From the outside, it looks like an app problem, but underneath it is usually a chain of smaller failures across networks, queues, databases, cloud services, identity systems, a...

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DEV Community • 2026-08-15 16:27

Saathi: building a Kirana store voice agent in 10 days with Murf Falcon published: true tags: voiceai, python, webdev, beginners

How I built a Hinglish-speaking voice assistant for local grocery stores — and what ten days of #VoiceForBharat taught me about voice AI. The problem and the users Most local Kirana (neighbourhood grocery) stores in India still run on phone calls and memory. The shopkeeper remembers what Ramesh usually orders, but there's no system behind that memory — no record of preferences, no way to check s...

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DEV Community • 2026-08-15 16:26

I Miss Being a Coder in the Age of AI !!

In this whole AI-written-code era, I've started feeling a little lost. New AI tools, frameworks, projects, and software seem to be launching every hour. And somewhere in all of this, I started missing something very simple: writing code myself! I miss brainstorming an idea, getting stuck on a problem, rummaging through piles of Stack Overflow tabs at 2 AM, trying things that made absolutely no s...

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Experienced Devs • 2026-08-15 16:26

Senior Data/ML IC: what would you spend a 3-4k training budget on?

A while ago, my manager asked me to think about a course or training program I’d like to take. I came back with an "leadership without formal authority" program that costs around €5,400 / $6,250 and seemed like a really good fit for both me and the work I do. Unfortunately, it turns out they won’t approve it without a training repayment agreement. Basically, if I take the course and leav...

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DEV Community • 2026-08-15 16:23

Building AapdaMitra: An AI Disaster Response Voice Assistant for India with Murf Falcon & LiveKit

My journey through the 10 Days of Voice Agents – VoiceForBharat Edition challenge. Introduction Natural voice interaction can make technology more accessible during emergencies. In stressful situations, people often don't have time to type long messages or search through websites. They simply need clear guidance. To solve this problem, I built AapdaMitra, an AI-powered Disaster Respon...

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DEV Community • 2026-08-15 16:22

Building an AI Customer Support SaaS with Django, RAG and Self-Hosted LLMs

Building an AI Customer Support SaaS with Django, RAG and Self-Hosted LLMs Over the past several months, I’ve been building AI-Autofy, an AI customer-support SaaS designed to let businesses train an assistant on their own website, documents, FAQs and business data. At first glance, building an AI chatbot sounds straightforward: Send a prompt to an LLM. Display the response. Add a chat widget. ...

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DEV Community • 2026-08-15 16:22

My CI Doesn't Know Which Free Model It's Calling Anymore

At 2:13 a.m. last Tuesday, my GitLab job went red. The stack trace ended with 404: /v1/chat/completions not found. I checked my code. Nothing had changed. The free model route had moved. My YAML still pointed at the old URL. The problem was never the model The model was fine. The weak point was the wiring. I had copied the same endpoint into too many places. Every time a provider ro...

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DEV Community • 2026-08-15 16:20

A Diff Autopsy Sheet for Free-Model Changes: Flag Deletions, Churn, and Repo Shape Before Review

Why this is worth reading: a free coding model can return a patch that passes your test suite and still create a costly change. It might delete a seed file, flip an executable bit, rewrite a 400-line module to change two lines, or bundle a new dependency lockfile into a one-line fix. You do not need to read every line first. You need to read the shape of the diff. Most code review tools show you ...

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