Introduction: The Problem with “Toy” RAG Apps Most RAG tutorials skip the hard parts that actually matter in production: - No security model: Users can access...

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O desafio de fazer um produto vingar A dificuldade de fazer um produto vingar não mudou. Antes eu conseguia criar um produto básico em três meses, publicá‑lo n...

LLM Development and the Need for a Production‑Grade Gateway LLM development quickly expanded beyond simple experiments. Today, AI systems are not just text gen...

Check out other YC startups on Work at a Startup below. Sign up to see more ›https://account.ycombinator.com/authenticate?continue=https%3A%2F%2Fwww.workatasta...

As mobile application (app) functionalities grow increasingly complex and their iterations accelerate, ensuring high reliability presents significant challenges...

Problem Overview Love is blind, but in production, blind trust is a fatal architectural flaw. This Valentine’s Day, while others talk about chemistry, let’s ta...

Introduction If you’ve been thinking about switching careers into UX design or adding UX skills to your toolbox, you’ve probably seen the Google UX Design Prof...

Project Overview OpenClaw, a locally‑running AI assistant, has built an active open‑source ecosystem on GitHub. Recent data shows strong growth and community e...

This article introduces a metamodel for the Business Model Canvas (BMC) using the Unified Modelling Language (UML), together with a dedicated Domain-Specific Mo...

About Me I’m David, a 32‑year‑old independent security researcher based in Germany. I build things, break things, and write about both. Research Areas - ICS/SC...

Objective Design and implement a secure, scalable, and reliable storage solution for public website assets, ensuring high availability and optimal performance...

Tired of paying for Sentry’s Slack integration? Good news: you don’t have to. With a simple setup using Sentry webhooks, Vercel Edge Functions, and Slack’s free...

Overview octorus is a Rust‑built terminal UI TUI tool that lets you browse pull‑request diffs, leave inline comments, and run an autonomous AI review‑fix cycle...

The End of Watching. The Beginning of Living. That era is dead. Welcome to Synthia The 11th Art. It’s not “AI video.” It’s not “fake film.” It is a Living Subs...

By 2026, building with AI will be normal. The tools will be better, the models cheaper, and the scaffolding faster. Yet many indie AI projects will still fail—n...

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Article URL: https://qntm.org/mmacevedo Comments URL: https://news.ycombinator.com/item?id=46999224 Points: 3 Comments: 0...

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项目概况 OpenClaw 作为一款本地化运行的 AI 助手，已经在 GitHub 上形成了活跃的开源生态系统。最新数据概览： - OpenClaw 主仓库：189k ⭐，TypeScript，最近更新 15 分钟前 - nanobot 项目：17.9k ⭐，Python，最近更新 11 小时前 - awesome‑...

Practical baseline safeguards for ChatGPT‑powered services When building an application using the OpenAI API, it is tempting to ship as soon as “it works.” How...

Introduction Remember when getting downvoted on Stack Overflow felt like a personal attack on your coding skills? When you'd spend 30 minutes crafting the perf...

I Learned This the Hard Way I built two MCP servers — Excel MCP Server and Windows MCP Server. Both had solid test suites, but both broke the moment a real LLM...

Background In a previous post I introduced Synapse, the AI system I built for my wife that uses a Knowledge Graph to give her LLM a “deep memory.” Early demos...

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Self‑Hosted Development Environment Platform with ZFS & Velovol This guide walks you through setting up a self‑hosted development environment platform on your...

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CyberTabletop CLI is a turn‑based cybersecurity tabletop exercise that runs entirely in your terminal. You act as the incident‑response lead at a pharmaceutical...

Overview Vulnerability ID: GHSA-XX7M-69FF-9CRP CVSS Score: 6.5 Medium Published: 2026-02-12 A denial‑of‑service vulnerability exists in SurrealDB’s embedded Ja...

Self‑Adjusting AI Coach Agent !wellallyTechhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploa...

Article URL: https://www.economist.com/interactive/international/2026/02/12/inside-epsteins-network Comments URL: https://news.ycombinator.com/item?id=46997658...

FEB. 3, 2026 FunctionGemma is a powerful small language model that enables developers to ship fast and cost‑effective agents that can translate natural language...

As the ecosystem of AI‑powered developer tools—from agentic platforms like Antigravityhttps://developers.google.com/build-with-google-antigravity-our-new-agenti...

Feb 11, 2026 Stop debugging ambiguous startup failures caused by missing API keys, hidden environment variables, or a crashing MCP server. AI tools are most ef...

markdown JAN. 28, 2026 Tailor Gemini CLI to Your Workflow with Hooks Efficiency in the age of agents isn’t just about writing code faster; it’s about building c...

Skip the Tips A free browser game that challenges you to press “No Tip” while dark patterns try to trick you into tipping. From tiny buttons and guilt‑trip mod...

The Invisible Cost of the Cloud One of the most common “silent killers” in Azure billing is the orphaned managed disk. When you delete a virtual machine in Azu...

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Release 2026-02-12 Module Highlights - github.com/aws/aws-sdk-go-v2/service/ec2: v1.288.0service/ec2/CHANGELOG.mdv12880-2026-02-12 Feature: Launching nested vi...

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Introduction In most modern front‑end frameworks, the client is the primary decision‑maker: it builds the UI, manages state, performs data fetching, and reacts...

The Convenience Trap Setting up an AI coding agent usually goes like this: - Agent needs to call Stripe API - You paste sk_live_xxx into the config - Agent wor...

In a production environment—especially in finance, healthcare, or enterprise data—allowing an LLM to blindly accept context from another agent is a security vul...

Welcome to Matrix! We’ve seen a huge spike in sign‑ups on the matrix.org homeserverhttps://matrix.org/homeserver/about/ over the last few days, following Disco...

Disc A disc refers to optical media, such as an audio CD, CD‑ROM, DVD‑ROM, DVD‑RAM, or DVD‑Video disc. Some discs are read‑only ROM, others allow you to burn c...

A practical guide to secrets management in the MCP ecosystem The Uncomfortable Truth About MCP Security The Model Context Protocol MCP is revolutionizing how AI...

Twitter makes solo SaaS look like a dream. Shipping fast. Making money while you sleep. Freedom. Passive income. Location independence. I’ve been running 10 Saa...

Overview Most modern laptops come equipped with powerful GPUs that are often under‑utilized. Whether you are a software engineer running local LLMs, a data sci...