Product Hunt — The best new products, every day • 2026-08-04 15:22

Wispr Flow Notetaker

Meeting notes that get the details right. Discussion | Link

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DEV Community • 2026-08-04 15:21

Building the foundation Claudius runs on

This tutorial was written by Néstor Daza. This is the third article in a series about building Claudius, my own Claude-based chatbot (Github). The previous article discussed the MongoDB data model to use for the app. The previous article decided the shape of the data. None of it matters until the app around it is working, and getting it there is the unglamorous half of this phase. It comes do...

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Lobsters • 2026-08-04 15:20

The Lua community needs to learn to move on

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DEV Community • 2026-08-04 15:20

Turn Your Routine Into an Assistant: A Practical Guide to Small AI Helpers

AI is not a genie. Treat it like a function. Most people use AI the way they use a search box: type a question, read the answer, move on. That works for one-off curiosity. It is a bad fit for the work you repeat every week, because you re-explain the context every time and never build anything you can trust. A small assistant is different. It is one narrow task, wired up once, with a f...

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DEV Community • 2026-08-04 15:17

DeepSeek V4 Flash API Cost: Thinking Mode Corrupts Strict JSON

DeepSeek V4 Flash costs $0.14 per million input tokens and $0.28 per million output, with cache hits at $0.0028, and the retrained 0731 build that now ships under that name has a defect you need to route around: with thinking on (the default) and a strict json_schema, integer fields came back corrupted in 8 of 13 default-thinking runs across two independent request paths. Turning thinking off fixe...

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Hacker News • 2026-08-04 15:16

Show HN: Simple algorithm and color space to generate diverse skin tones

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DEV Community • 2026-08-04 15:15

MCP Explained: The Protocol Powering AI Agents

Introduction Artificial Intelligence has evolved far beyond answering questions and generating code. Modern AI systems can search databases, interact with APIs, read files, execute commands, access cloud services, and even coordinate multiple tools to complete complex tasks. This shift has given rise to AI agents - systems that don't just generate responses but can actively perform wor...

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DEV Community • 2026-08-04 15:13

Show DEV: Building Smartphone Specs API with .NET and Caddy

Mobile hardware specification APIs have long been messy and hard to integrate, largely due to incomplete and unnormalized data. Raw strings as specs are frustrating to use in program logic. So, I built Device Specs API. 1. The Problem: Messy & Unstructured Data If you've ever tried to integrate a specs API into your project, you've likely faced messy data, missing fields, or ra...

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How STPA Helps Find Unknown Unknowns Before They Cost You Millions
HackerNoon • 2026-08-04 15:11

How STPA Helps Find Unknown Unknowns Before They Cost You Millions

Learn how STPA helps engineers uncover unsafe system interactions, hidden assumptions, and failure modes before they become costly outages.

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Responding to Exposed Secrets - An SRE's Incident Response Playbook
DEV Community • 2026-08-04 15:10

Responding to Exposed Secrets - An SRE's Incident Response Playbook

Responding to Exposed Secrets - An SRE's Incident Response Playbook Today, let's take a closer look at incident response playbooks: how to build one, tailor it for secret leaks, take actions, and learn from incidents. By Tiexin Guo • 27 Jan 2026 • 10 min read Imagine this: It's a regular Thursday morning when disaster strikes. The on-call engineer receives a flood of alerts -- unusu...

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Hacker News: Front Page • 2026-08-04 15:05

Online ad giant Adform was hacked, proving once again why ad blockers are needed

Article URL: https://this.weekinsecurity.com/online-advertising-giant-adform-was-hacked-proving-once-again-why-ad-blockers-are-necessary/ Comments URL: https://news.ycombinator.com/item?id=49170001 Points: 9 # Comments: 0

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DEV Community • 2026-08-04 15:04

🚀 Build an End-to-End AI Video Production Pipeline with Hermes Agent and Remotion

Creating high-quality short-form videos traditionally requires switching between multiple tools for research, scripting, design, editing, voiceovers, captions, and rendering. But what if an AI agent could orchestrate that entire workflow for you? In this tutorial, I demonstrate how to build a complete AI-powered video production pipeline using Hermes Agent and Remotion. From discovering a viral ...

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DEV Community • 2026-08-04 15:00

OpenAI GPT-Live Brings Continuous Voice Conversations to ChatGPT at Scale

OpenAI has introduced GPT-Live, a new generation of voice models intended to make ChatGPT conversations more fluid through continuous, real-time interaction. Rather than treating speech as a sequence of separate recordings and responses, GPT-Live uses a full-duplex design that allows the system to listen while speaking. The result is meant to support more natural turn-taking, brief acknowledgments...

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DEV Community • 2026-08-04 15:00

Using AI to Debug Code Without Losing Your Mind

Using AI to Debug Code Without Losing Your Mind You know that moment? 3 AM, you've got a weird race condition that only happens on Wednesdays, and Claude is like "have you tried adding logs?" Yes. You've tried adding logs. You've tried everything. Here's what actually works when you're debugging with AI: stop trying to describe the problem. Show it the problem. The Wrong Way ...

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DEV Community • 2026-08-04 14:59

I Built a PTE Core Platform While Preparing for Canada PR

When I was preparing for Canada PR, I learned quickly that a competitive CRS score is critical. Language points are a big part of that, so the English test mattered a lot. The established options, IELTS and CELPIP, had plenty of prep resources. What I still found hard was knowing exactly how to push toward a high score. There was material everywhere, but not enough clarity on what would actually ...

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HackerNoon • 2026-08-04 14:57

Chunking Strategies for Structured Data in RAG Systems

Six strategies for making tables and relational data retrievable through RAG, from row-level chunks to hybrid RAG and text-to-SQL routing.

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DEV Community • 2026-08-04 14:55

Networking Fundamentals for Developers: The Only Concepts You Need to Get Started

Networking can feel overwhelming with many protocols, devices, and concepts to learn. This guide focuses on the networking fundamentals that are most useful for developers, Linux users, and beginners in cybersecurity. It covers the essential concepts needed to understand how devices communicate, how data travels across networks, and how common networking technologies work. Table of Conte...

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DEV Community • 2026-08-04 14:54

pgvector vs Pinecone vs Qdrant: When Is a Dedicated Vector Database Actually Worth It?

If you already run Postgres and your corpus is in the low millions of vectors, pgvector is usually the right first choice — one less system to operate, and your filters, joins, and transactions stay in one place. You reach for a dedicated vector database like Pinecone or Qdrant when recall at high query volume, horizontal scale, or operational hand-off starts to hurt inside Postgres. The wrong rea...

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Cascading Style Sheets • 2026-08-04 14:53

Turns out extracting design tokens from real production sites is way messier than I expected

Nobody is pasting a 300-line :root {} block into their project. Nobody. But that's what I got scanning Linear.app for a Design Snap demo. 300+ variables, half of them looking like this: --sx-105wzx7: #edbf0a; --sx-10845vo: #c9ffff; --sx-11vg3qk: #ff7235; Turns out CSS-in-JS (Stitches, vanilla-extract, etc.) generates hashed variable names instead of semantic ones. Technically accurate extraction,...

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Hacker News • 2026-08-04 14:52

Show HN: OpenEdit – Your coding agent can now edit videos

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