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Building Bharat Buddy: My 10-Day Voice AI Journey with Murf Falcon
DEV Community • 2026-08-15 05:53

Building Bharat Buddy: My 10-Day Voice AI Journey with Murf Falcon

What if learning didn't require typing? What if a student could simply speak to an AI tutor in Hindi, English, or Hinglish, ask questions naturally, practice problems, and even get connected to a specialist when needed? That was the idea behind Bharat Buddy, the voice agent I built during 10 Days of Voice Agents — VoiceForBharat Edition. Over these 10 days, I went from a basic voice assistant t...

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10m read
DEV Community • 2026-08-15 05:50

AI Is Making Chips More Expensive

When we talk about the AI boom, we usually talk about: ChatGPT Claude Gemini AI agents GPUs LLMs But underneath all of those technologies is something much more fundamental: Semiconductors. And a recent report about China's largest chip foundry, SMIC, shows just how strongly AI demand is reaching into the semiconductor supply chain. SMIC says AI-related demand remains strong enough that it ha...

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8m read
DEV Community • 2026-08-15 05:34

AI Text Watermarking: The Statistics Hiding Inside Every Sentence

Something changed on August 2, 2026. Every new Claude model started embedding an invisible mark into the text it generates. You can't see it, strip it with backspace, or find it with Ctrl+F. But it's there — baked into which words were chosen. Google's been doing the same thing since 2024. OpenAI still hasn't shipped text watermarking, though the research has existed for years. This isn't a niche...

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7m read
DEV Community • 2026-08-15 05:34

Spicing Up the Web: Building "Angaar", an Immersive Indian Comfort Food Experience

This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing What I Built I built Angaar (अंगार) — an immersive, cinematic landing page for a fictional high-end Indian comfort food restaurant. Angaar means "ember" or "burning coal" in Hindi — the living heat at the heart of every Indian kitchen. The "Comfort Food" theme hit me personally. Indian comfort food isn...

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4m read
DEV Community • 2026-08-15 05:21

Building a Voice-First Learning Companion — My 10 Days of Voice Agents Journey

Over the last ten days, I took part in 10 Days of Voice Agents — VoiceForBharat Edition, building a voice agent from scratch using Murf Falcon, the fastest TTS API. Here's the story of what I built, the problems I ran into, and how you can build something similar. The problem and the users School-level students often need help across general learning and literacy topics but don't always have som...

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5m read
newest submissions : multi • 2026-08-15 05:20

Web based software tools for colleges - feedback regarding

​ Hi everyone, I’ve developed a couple of web-based software tools intended for colleges and educational institutions, and I’m looking for people who are willing to review, test, and give honest technical feedback. The tools currently include: Polytechnic Attendance Maintenance System — for managing student attendance and related academic workflows. College Fee Management System (CFMS) — fo...

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1m read
DEV Community • 2026-08-15 05:20

Z.ai’s GLM-5.3 Is Closing the Gap With Anthropic in AI Cybersecurity

AI competition is moving into a new battlefield: Cybersecurity. Chinese AI startup Z.ai has announced that its new open-source model, GLM-5.3, is approaching Anthropic's restricted Mythos 5 in cybersecurity testing. According to Z.ai's reported results, GLM-5.3 actually performed slightly better than Mythos 5 at finding software vulnerabilities. But there is an important catch. When it came t...

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8m read
DEV Community • 2026-08-15 05:17

Getting a Flutter app through App Review

Most App Review rejections are not surprises. They come from a small, stable set of guidelines, and nearly all of them are decided by choices you make weeks before you submit — how you gate the paywall, whether an account is required, how you word a subscription screen. Fixing them at submission time is expensive. Designing around them costs nothing. 3.1.1 — anything unlockable has to go...

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5m read
DEV Community • 2026-08-15 05:14

INAB Eatery

This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing What I Built Demo Journey

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1m read
DEV Community • 2026-08-15 05:13

Beacon Protocol: De Cero a Agente Coordinado en 8 Pasos

Beacon Protocol: De Cero a Agente Coordinado en 8 Pasos Un tutorial práctico sobre el protocolo de coordinación social para agentes de IA — con código real que puedes copiar, pegar y ejecutar. ¿Por qué Beacon? Si estás construyendo sistemas con múltiples agentes de IA, probablemente ya conoces MCP (Model Context Protocol de Anthropic) para acceso a herramientas, y A2A (Agent-to-Agent de Google) pa...

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8m read
What Building Typing Games Taught Me About Designing Better Web Interactions
DEV Community • 2026-08-15 05:11

What Building Typing Games Taught Me About Designing Better Web Interactions

I am a digital marketer rather than a professional developer, so I didn't expect a project about children's typing practice to teach me much about frontend interaction. But while building GamesMom, I spent a surprising amount of time thinking about what happens between a user pressing a key and the browser responding to it. A typing game looks simple from the outside. A word appears, the user ty...

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7m read
DEV Community • 2026-08-15 05:09

The value was in nine places and one enum, and the enum was the only one that ran

You add a value to a feature. It goes into the type union, into the metadata map the create form renders from, into the access table, into the shelf that decides what appears on the landing pages, into the sitemap. You write sample content for it. You run the suite. Green. Then someone opens the site, picks the new option, and the request comes back 400 Invalid input — every time, for everybody, a...

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5m read
DEV Community • 2026-08-15 05:08

Sehat Sathi: Building a Voice Agent for Health Access in Bharat

A 10-day journey building a multilingual health-access voice assistant with Murf Falcon, LiveKit, and a lot of trial and error. The Problem and the Users Most voice AI is built for people who already have smartphones, fast data plans, and comfort with English. That leaves out a huge number of people in India - someone in a small town with a mild fever who does not know if it is serious...

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6m read
DEV Community • 2026-08-15 05:08

Building Vyapar AI: My 10-Day Journey Building an Indian Voice Agent with Murf Falcon

*10 Days of Voice Agents — VoiceForBharat Edition * What if a small business owner could simply speak to an AI assistant in Hindi or a mix of Indian languages and get useful business information instantly? That question led me to build Vyapar AI, an AI-powered voice assistant designed around the needs of Indian businesses. Over the last 10 days, I went from building a basic conversational voice ...

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11m read
DEV Community • 2026-08-15 05:07

The Function That Lied: How a Duplicate def Silently Broke GIF Trimming in My 16,000-Line Flask App.

This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. Project Overview snipforge.video is an AI video editing SaaS I run solo. Users upload a video and run tools on it in the browser: trimming, compression, GIF creation, AI dubbing with speaker diarization, auto captions, background removal, and about twenty other operations. Under the hood it is a single...

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5m read
Hacker News • 2026-08-15 05:07

Show HN: I spent 3 months making desktop automation stop lying to AI agents

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1m read
DEV Community • 2026-08-15 05:07

The Video That Played Everywhere Except on Phones: A Codec Bug Hiding Behind a Healthy Server.

This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry. The symptom I run snipforge.video, an AI video editing SaaS, solo. One of its core features is share links: process a video, get a URL, send it to someone. A user reported that a shared video showed 0:00 and refused to play on their iPhone. I opened the same link on desktop Chrome and it played perfectly....

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4m read
DEV Community • 2026-08-15 05:05

How I Built Kisan Vaani: A Multi-Agent Voice AI Assistant for Indian Farmers

Over the last 10 days, I participated in the 10 Days of AI Voice Agents (Voice for Bharat Edition) challenge by Murf AI. My goal was to build a real-world voice application that solves an actual problem in India. I chose the Farm & Field Track and built Kisan Vaani (किसान वाणी) — an AI-powered voice assistant designed to help Indian farmers get instant market prices, weather updates, and agri...

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5m read
DEV Community • 2026-08-15 05:00

Two Weeks of Silent Failure: Idempotent Scheduling and Self-Healing for a launchd + Claude Code Pipeline

Every morning at 5, launchd wakes up, and by the time I do, articles I never wrote are already live. In Part 1, I covered the basic design of a Claude Code–centered article generator and the skeleton of how generate.sh produces a single draft. This time I'm publishing the entire back half — the part that actually keeps the system running: how to reliably embed monetization links, how to bail out ...

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36m read
Flavio Copes • 2026-08-15 05:00

Cloudflare AI Gateway: put a proxy in front of your LLM calls

Route OpenAI (or any provider) through Cloudflare AI Gateway from a Worker. Logs, caching, Authenticated Gateway, and the one header that stops the 401s.

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1m read
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