CLI-Agent vs MCP A Practical Comparison for Students, Startups, and Developers
Introduction The choice between traditional CLI‑based AI agents and the Model Context Protocol MCP often creates confusion when building intelligent, autonomou...
Introduction The choice between traditional CLI‑based AI agents and the Model Context Protocol MCP often creates confusion when building intelligent, autonomou...
I’m sorry, but the content you provided is a PDF file in binary format, not HTML. I don’t have the ability to extract and convert the text from that PDF. If you...
Why I’m excited about Copilot CLI especially for Java If you write Java for a living, you already know the truth: the terminal is where we build and test; it i...
!Cover image for Visual UIs Are Now Possible in MCP Servershttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A...
Article URL: https://www.ft.com/content/e9c90df9-ee03-4c51-bbd3-dad45e212961 Comments URL: https://news.ycombinator.com/item?id=46856928 Points: 40 Comments: 36...
Ship Python to AWS – in minutes, not days Infrastructure as Python. No YAML. Smart defaults. Full control. Start Shipping →https://stelvio.dev/intro/quickstart...
Weekly Reflection The city is still recovering from the ice storm. NES, our power company, did not prepare for the storm. They didn’t have enough staff for the...
AI and Testing Artificial Intelligence AI is transforming the way we work, whether through tools like GitHub Copilot, ChatGPT, or other AI‑powered development...
How Layer 2 Networks Reduce Transaction Fees Layer 2 networks lower fees by changing where and how densely computation occurs. - Think of Ethereum Layer 1 as a...
Reflections on 45 Years of Coding I have been writing code for 45 years. I started when memory was something you counted in bytes, not gigabytes, and when a bu...
Performance Overview Roy Borland delivered a live KEXP session recorded in Bilbao, collaborating with the Basque music festival BIME. The performance took plac...
Two AI coding assistants — ChatGPT - 中文版 1.35 M installs and ChatMoss/CodeMoss 150 K installs — have been caught exfiltrating source code to servers in China. B...
Every NFL game generates millions of tracking data points from 22 RFID-equipped players. Seventy-five machine learning models running on AWS process that data i...
Article URL: https://phys.org/news/2026-01-geologists-mystery-green-river-uphill.html Comments URL: https://news.ycombinator.com/item?id=46855803 Points: 7 Comm...
Introduction Over the past few weeks I worked on a backend microservices project to deeply understand how real‑world distributed systems are designed and built...
Overview I wanted to take a moment to double‑click on AWS Amplify after mentioning it in a previous post and share what I’ve learned while working on frontend...
Background I started on dev.to because it seemed like a good place to engage with a tech community that didn't feel gamified and ad‑ridden. Problems with AI an...
markdown !Google AI profile imagehttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazo...
Overview Cybersecurity is strongest when knowledge is shared openly. Yet, many professionals still learn in silos—developers learn separately from policymakers...
Article URL: https://every.to/guides/agent-native Comments URL: https://news.ycombinator.com/item?id=46855003 Points: 4 Comments: 1...
Article URL: https://www.theverge.com/tech/865689/microsoft-claude-code-anthropic-partnership-notepad Comments URL: https://news.ycombinator.com/item?id=4685499...
Article URL: https://www.windowscentral.com/microsoft/windows-11/microsoft-is-reevaluating-its-ai-efforts-on-windows-11-plans-to-reduce-copilot-integrations-and...
Observability: Why It Matters It’s 2 AM. You get a call: “The website is broken.” You SSH into the server, run top to check CPU, maybe df -h for disk space. Ev...
A survival guide you didn’t ask for Building an ANN system like Faiss isn’t hard. Building a fast ANN system like Faiss will make you question every life decisi...
The Hype Around MCP Model Context Protocol The hype surrounding MCP has arguably gone too far. Since Anthropic unveiled this protocol, many in the industry hav...
Originally published on my blog Building a Pokémon Search App — without writing a single line of code > “We’re going to build a Pokémon search app. But we’re n...
!Cover image for GoAI - A Clean, Multi-Provider LLM Client for Gohttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/ht...
ORC‑55: A Commerce‑Grade Evolution of ERC‑20 For nearly a decade, ERC‑20 has been the standard for digital tokens. It solved a critical problem: how do you cre...
My Indie Journey So Far Today I checked our user data: sql SELECT COUNT FROM users; It returned a single number: 541. You might not think that's much, but for...
What is Real Estate Tokenization? Real estate tokenization is the act of representing ownership or economic rights over a real estate asset through blockchain...
Hi HN, I’m Pavel. I built Sklad because, as a DevOps engineer, I was frustrated with how I handled operational data. I constantly need access to SSH passwords w...
Disclaimer: I genuinely appreciate every new follower and every positive interaction on my posts. I'm also neurodivergent, which means I sometimes default to “f...
!Cover image for Shield Every Transactionhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploa...
Introduction Everywhere you look, the message is clear: AI is revolutionizing software development. Tools like GitHub Copilot and more autonomous “agentic” AI...
From “What’s an MCP Server?” to “I Built One” Eight months ago I could barely tell you what an MCP server was. I’d seen the term Model Context Protocol floatin...
Read more about 𝗪𝗵𝘆 𝗘𝘃𝗲𝗿𝘆 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 𝗦𝗵𝗼𝘂𝗹...
Hello developers and gamers! 👋 I've been playing a lot of Marvel Rivals lately. It's an incredible hero shooter, but as a competitive player and a dev, I felt...
Benchmarking In‑Memory Caching for DynamoDB Reads In many backend systems, user data is fetched on almost every request. A common assumption is that adding an...
Introduction This portfolio was created for the New Year, New You Portfolio Challenge presented by Google AI. I’m Ntombizakhona Mabaso, a Cloud Engineer and We...
How CPUs Implement Loops and Conditions Even though a CPU only performs arithmetic on numbers, it can still execute loops and conditional branches thanks to sp...
Memory leaks in Node.js applications can be elusive, especially when lacking proper documentation or prior insights. As a DevOps specialist, tackling this chall...
We’re excited to share something we’ve been working on for a while—a simple, lightweight Kafka UI and observability tool called KafkaKeeper. It makes it easier...
Introduction I never used PyTorch or TensorFlow. My ML background was NumPy and scikit‑learn: I could train models, tune parameters, and get reasonable results...
Overview I recently built a simple backend application using qwen3-235b-a22b model version 2507. The application consists of 10 API functions and 37 DTO schema...
Article URL: https://www.wired.com/story/the-red-bull-leaks/ Comments URL: https://news.ycombinator.com/item?id=46852660 Points: 8 Comments: 0...
!Cover image for Beyond Simple Showcases: An Accessible, AI-Powered Portfoliohttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,fo...
Introduction Developers are searching for the best way to get working code from large language models LLMs. To avoid falling into the “vibecoding” trap, many a...
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