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Building NEONPLUS: My Journey Through the 10 Days of AI Voice Agents Challenge 🚀** Over the past ten days, I took part in the 10 Days of AI Voice Agents (VoiceForBharat Edition) challenge. The goal was simple yet ambitious: build a production-ready, highly responsive voice agent tailored...
One day seating in the on the TL;DR Over 10 days, as part of Murf AI's 10 Days of Voice Agents — Voice for Bharat Challenge 2026, I built Sydney — a Hinglish-speaking AI/ML learning companion that teaches concepts like RAG, backpropagation, embeddings, and agent architectures entirely t...
Two-time Super Bowl winner Nazeeh Johnson believes he tested positive for a banned substance because of fertility medication he was taking.
The formal problem: CWE-367 Time-of-check to time-of-use (TOCTOU) is a formally catalogued class of race condition, CWE-367, first documented in 2006 and still actively relevant two decades later. The pattern: a program evaluates a precondition, then acts on a resource whose state it assumes is u...
How I Built a Real-Time Multilingual AI Voice Tutor for Bharat (And Solved the 55ms Latency Problem) 10 Days of Voice AI Challenge — VoiceForBharat Edition Author: Jay | Track: Learning & Literacy (EdTech) Open-Source Repository: github.com/jaysid97/Ten-day-of-voice-challenges-bharat...
The previous article, Microsoft Foundry Agent Identity Governance: Agent Identities, Blueprints, and Managed Identities mapped the relationships among User Identity, Agent Identity, Agent Identity Blueprint, and Project Managed Identity. This article turns that identity model into a permission ledge...
If you've searched "install Hadoop on WSL," you've probably found guides from 2020–2023, most written for WSL1 or old Hadoop 3.2/3.3.0 builds. This guide is different: it's WSL2-specific, uses the current Hadoop 3.5.x line, and includes the exact errors WSL throws that generic Linux guides don't war...
Turning Every Lecture Into an Interactive Learning Experience with AI What if a lecture could understand you back? In college, I’ve noticed something simple: everyone doesn't learn in the same way. A professor can explain a concept clearly, but one student might understand it immediately while ano...
Booksellers are reporting mysterious bulk orders. It's thought the books are being used to train AI - and ending up pulped.
Independent booksellers have seen scores of their novels being shipped to far-off warehouses.
JUnit has an official Allure adapter. TestNG has one. Cucumber has one. Katalon Studio does not, even though it's one of the most widely used test automation platforms out there. Allure-Katalon Bridge fixes that. It turns any Katalon Studio project into an Allure-reporting project by copying a hand...
TL;DR: Serverless DevOps = running code on services that manage the servers for you, wired into CI/CD. It shines for bursty, event-driven, unpredictable traffic (pay-per-execution, auto-scaling, single-function rollbacks) and is a bad fit for steady high-volume or long/heavy jobs (where containers...
Utility-scale solar leads by a mile, followed by batteries. Fossil fuels, not so much.
Introduction: The Problem & The Mission Across rural and semi-urban India, access to timely healthcare advice is hindered by high patient-to-doctor ratios, geographical distances, and language barriers. Millions of citizens delay seeking medical advice simply because scheduling a clinic visit o...
When developers think about building a useful website, the first ideas that usually come to mind are complex SaaS applications, APIs, dashboards, or AI-powered tools. But sometimes a relatively simple information website can teach you just as much about web development. I recently spent time worki...
Comparing two CSV exports sounds simple until the files get large. A common situation is having an older export and a newer export and wanting to answer four questions: Which rows were added? Which rows were removed? Which existing rows were modified? Which rows are unchanged? A simple row-by-r...
Prosecutors pointed to internet searches made on the family computer in the months before the killings to make their caseProsecutors revived a theory in the Lindsay Clancy murder trial case this week, suggesting she had faked a suicide attempt after allegedly strangling her three children.While pros...
The trap of the 'Generate' button When I first started using AI-powered editors like Cursor, I fell into the same trap as everyone else. I would write a prompt, hit generate, and watch a wall of code appear. It felt like a superpower. For the first hour, productivity spiked. By the end of...
Prolonged deployment is coupled with reports of water shortages, plumbing issues and attempts to jump overboardUS navy veterans and military health experts are expressing concerns about the strain on sailors aboard the USS Abraham Lincoln, which has spent nearly nine months at sea supporting US oper...
Defense argues New York cannot try Mangione over same act or offense as federal case – the killing of Brian ThompsonLuigi Mangione’s plea to federal stalking charges in UnitedHealthcare CEO Brian Thompson’s death has spurred questions about the fate of the separate Manhattan murder case against him,...
Chinese-owned AESC has pushed back plans in sign of slowing transition from petrol and diesel to electric carsAndy Burnham moves to cut new EV sales targetsThe UK’s biggest gigafactory has shelved plans to expand production in Sunderland because of stalled talks on a deal to supply electric car batt...
A 30-minute ASMR rain video costs me nothing but electricity, and the daily job that builds it dropped from 7–8 minutes to a little over 4. No video-generation model, no GPU rental, no editing. One still image, a physics simulation of raindrops written in Python, and ffmpeg's displace filter. For c...
Article URL: https://sankalp.bearblog.dev/autoresearch/ Comments URL: https://news.ycombinator.com/item?id=49309549 Points: 22 # Comments: 2