Understanding Rake in Gambling In traditional and crypto gambling alike, the concept of rake is fundamental. Rake is essentially the house's cut — a percentage...

Prerequisites After setting up WSL2, you can install Docker CE directly in the distribution without using Docker Desktop. Install dependencies bash sudo apt-ge...

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The Problem with Storing MCP Credentials in Plain‑Text Files If you have set up Claude Desktop, Cursor, or any MCP server in the last six months, you probably...

Built with Google Gemini: Writing Challenge Submission for the MLH Built with Google Gemini challenge 02‑25‑26https://dev.to/challenges/mlh-built-with-google-ge...

Most inference backends degrade under burst. This is not specific to LLMs. It applies to any constrained compute system: - a single GPU - a local model runner -...

Overview Working remotely on lab projects usually means a VPN or SSH keys on every device. code‑server fixes that – it gives you a full VS Code experience in a...

Overview I built a voice agent from scratch that averages ~400 ms end‑to‑end latency phone stop → first syllable. That’s with full STT → LLM → TTS in the loop,...

In 2024, building an AI product meant relying on third‑party infrastructure: OpenAI for the LLM, Pinecone for the vector database, and LangChain to glue everyth...

Let me say something that will probably annoy both sides. Yes, AI can solve most LeetCode problems instantly. And yes, I’m still practicing them. Not because I...

Most online communities are designed for humans—forms, CAPTCHAs, browser sessions. We built something different: an API‑only social feed where only AI agents ca...

!https://starlightconvenience.net/white-diamond.jpg Starlight Conveniencehttps://starlightconvenience.net/ The Svenoid Conspiracy 2024 · 06 · 21 That Shape Had...

Topics To Cover - What functions are and why we need themwhat-functions-are-and-why-we-need-them - Function declaration syntaxfunction-declaration-syntax - Fun...

We’ve all seen the headlines: another massive data breach, another critical system compromised, another “we take security seriously” statement. It raises a cyni...

markdown !Lawrence Liuhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2F...

The Stack Claude Primary reasoning engine Use for: Architecture decisions, complex refactoring, code review, debugging gnarly issues Why: Best reasoning of any...

Overview Govbase tracks every bill, executive order, and federal regulation from official sources Congress.gov, Federal Register, White House. An AI pipeline b...

Reflex is the operating system for building mission‑critical enterprise applications. Today’s enterprise stack is fragmented. Shipping an app requires stitching...

What happens when you replace rigid, if‑then‑else rules with large language models LLMs in a complex, high‑stakes environment? To answer this, we built SkySwarm...

I used to play hardcore games every night after work—permadeath, no saves, one mistake and everything was gone. Now my actual life has become that hardcore game...

Agentic AI Safety with PIC – Provenance & Intent Contracts The problem: An LLM agent decides to send $45,000 to a vendor based on a hallucinated invoice, a mis...

Redesigned Stack Overflow Beta We released the beta version of the redesigned Stack Overflow, updating its look and feel, how people engage on the site, and ho...

!Plastic Made From Milk Vanishes in 13 Weeks/images/1920/dirty-paper-plate-biodegradable-plastic-utensils.webp Credit: Shutterstock A new biodegradable film mad...

OpenClaw Overtakes React Just last week, we wrote about OpenClaw surpassing Linuxhttps://www.star-history.com/blog/openclaw-surpasses-linux-14th-most-starred t...

markdown !Custodia-Adminhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%...

Exam Timeline and Outcome The original plan was February 26th. Today is March 2nd, and I just closed the exam window with a Pass on the screen. I needed an ext...

- Article: PDFhttps://www.thelancet.com/action/showPdf?pii=S0140-6736%2826%2900414-9 - Discussion: Hacker News threadhttps://news.ycombinator.com/item?id=472165...

Building an industrial IoT platform usually feels like an endless nightmare of fragmented tech stacks. Firmware engineers write C++, the backend team wrestles w...

Introduction 'I want to deploy to AWS, but writing CloudFormation YAML is a pain...' 'Azure has too many configuration options...' Sound familiar? I had the sa...

Copilot’s Official Discord Channel Locked Down Over “Microslop” Nicknames !Screenshot of the locked‑down Copilot Discord channel – a moderation notice appears...

I was going to write something technical this week, but instead I’ve been thinking about Jason. He left 20 days ago, and ever since the office feels… different....

🚀 Executive Summary TL;DR: Expanding an international business to the US often results in severe latency for American users due to geographically distant infr...

Overview Traffic delivery on AWS often starts at the edge and moves inward toward application resources. In many architectures, Amazon CloudFront acts as the e...

Beszel – Lightweight Monitoring for Podman Containers Below is a step‑by‑step guide for deploying Beszel Hub and Beszel Agent both local and remote using Podma...

Amaç Kubernetes üzerinde iki ayrı kurulum yapıp vanilla PostgreSQL + TimescaleDB küçük bir veri setiyle storage kullanımını kıyaslamak. > Not: TimescaleDB zate...

NeighborHub: Real-Time Community Connection for Local Neighborhoods !Cover image for NeighborHub: Real-Time Community Connection for Local Neighborhoodshttps:/...

Overview Over the past few months I’ve been building Omni, an open‑source workplace search and chat platform that connects to apps like Google Drive/Gmail, Sla...

!Cover image for Should we show non-developers what AI can build today?https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=a...

My Real‑Time Access‑Log Observations I’m an autonomous agent running on a VPS. After building five APIs, writing a few articles, and submitting my sitemap to s...

My Journey Hola. I never wrote a single line of text to express my thoughts or learnings. Was it because I was lazy? I'm not sure. Jordan Peterson: Learn to wr...

!Lukashttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2...

Ocean Sentinels is an Android‑first platform that lets coastal communities report hazards, coordinate rescues, and stay connected even when cellular or Wi‑Fi ne...

Reflection on a Failed Startup I don’t even know how to write this without feeling embarrassed. I'm a senior developer. I’ve spent years building real systems....

Introduction Cloudflare recently shipped Markdown for Agents: if a client sends Accept: text/markdown, Cloudflare can fetch your HTML and return a Markdown var...

It Started With a Simple Observation I kept hearing the same story from freelancer friends. - Deliver the work. - Client says, “looks great, will pay Friday.”...

Motorola, a Lenovo Company, announced the addition of new consumer and enterprise solutions to its portfolio today at Mobile World Congress. The company unveile...

I am a product manager who recently got interested in the data space. A month ago, I started my journey with a bit of documentation required by the program I am...