Introduction Hello everyone. Today I want to share who I am, what I'm building, and why. Early Career and Burnout I started my career as a developer 17 years a...

The limitations of traditional HDFS architecture when facing billions of small files, combined with the search for S3‑like flexibility in on‑premise environment...

Article URL: https://syriauntold.com/2025/12/27/keeping-syria-connected-during-war/ Comments URL: https://news.ycombinator.com/item?id=46505352 Points: 21 Comme...

Introduction The first time you see an AI comment on a pull request, the feedback loop stands out. A full review appears in seconds, pointing out potential iss...

The digital infrastructure that lets us browse the internet intuitively is built on a complex yet fascinating system. Behind every website we visit lies a netwo...

A Developer’s Guide to AEO/GEO – The SEO Nobody’s Talking About Yet I didn’t set out to rank on ChatGPT. I just built a portfolio, pushed it to GitHub, and mov...

!Cover image for Stop Fighting Gas Wars: How to Deploy 'No-Gas' dApps in 60 Seconds on Lattice L1https://media2.dev.to/dynamic/image/width=1000,height=420,fit=c...

Article URL: https://e360.yale.edu/digest/2025-energy-review Comments URL: https://news.ycombinator.com/item?id=46504198 Points: 17 Comments: 4...

The Problem with One‑Shot AI Coding We've all been there. You fire up Claude Code, drop in a prompt like “build me a REST API for todos,” and hope for the best...

The Prompt Using Gemini and ADK build a GTM Agent for Founders that is both MultiModel beyond text and MultiAgent not just an AI wrapper. The Setup And that is...

Article URL: https://www.theguardian.com/business/2026/jan/05/novo-nordisk-launches-wegovy-weight-loss-pill-us-price-war Comments URL: https://news.ycombinator....

Why I Built This Project I’ve worked with CI/CD concepts and tools before, but there was always a gap between knowing the tools and building a complete system....

Web3 marketing stopped being about channels. It became infrastructure. If you’re building in crypto today, “marketing” touches identity, data, messaging, reputa...

Companies regularly have to contend with multi-release systems, where several versions of the same software are in operation simultaneously. Question answering ...

Zero‑to‑Hero Linux Master Guide Target Audience: DevOps Engineers, SREs, Developers, and anyone tired of treating Linux like a black box. Prerequisites: None....

!App Screenshot 1https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws...

!Cover image for What do you think, LinkedIn?https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-u...

Motivation I didn’t set out to build an AI platform because I thought AI was exciting. I built it because I kept seeing the same pattern in most AI content: -...

The Problem My Pi is behind my home router. I don't want to port‑forward or expose Home Assistant directly, but I want to trigger it from the internet. The dro...

https://www.nytimes.com/2025/12/19/science/ants-exoskeletons... https://archive.ph/yIEV6 Comments URL: https://news.ycombinator.com/item?id=46502709 Points: 5 C...

Overview I built an open labeling standard for tracking mushroom specimens through their lifecycle from spore/culture to harvest. v1.1 adds clonal generation t...

Article URL: https://wol.fm/blog/utopian-scholastic.html Comments URL: https://news.ycombinator.com/item?id=46502652 Points: 12 Comments: 3...

1. The Shift Most People Miss: From Retrieval to Interpretation Search engines still exist. Social feeds still dominate attention. Documentation, blogs, and fo...

Hi HN, I recently shared this on r/BCI and wanted to see what the engineering community here thinks. A while back, I got frustrated with the state of accessible...

Article URL: https://clabs.org/blog/CalibratingMyTurtle Comments URL: https://news.ycombinator.com/item?id=46501987 Points: 4 Comments: 1...

What Is AI Video Generation in Video Games? Frame enhancement and upscaling Why Realism Matters More Than Ever How AI Video Generation Enhances Realism AI Fram...

Article URL: https://github.com/Adversis/tailsnitch Comments URL: https://news.ycombinator.com/item?id=46501137 Points: 52 Comments: 3...

The Problem As a machine learning enthusiast, I often find myself browsing Roboflow Universehttps://universe.roboflow.com/ looking for pre‑trained models. Manu...

The Problem Teams often lose momentum not because people stop learning, but because development lacks direction. When individual growth happens without a clear...

!Cover image for How to Create a RACI Responsibility Matrixhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A...

markdown 05 Jan, 2026 In my last post, Round Twohttps://blog.sherwoodcallaway.com/round-two/, I wrote about my career, my passion for dev tools, and my decision...

Functional verification increasingly relies on Assertion-Based Verification (ABV), which has become a key approach for verifying hardware designs due to its eff...

Part 1 – The Rise of the Model Context Protocol MCP November 2024 – December 2025 > Note: This is the first of a two‑part series. > Next week: The dark side –...

Large Language Models LLMs and Ghost References LLMs have become part of everyday academic and technical writing. But there is a problem the academic community...

Code coverage analysis has become a standard approach in software development, facilitating the assessment of test suite effectiveness, the identification of un...

Quantum computation is inherently hybrid, and fast classical manipulation of qubit operators is necessary to ensure scalability in quantum software. We introduc...

Hey dev.to community! 👋 It's January 2026, and if you're still running DevOps pipelines the “old‑school” way—manual tweaks, endless alert fatigue, and praying...

Visión general La herramienta se encuentra dentro de la consola, en el panel de Servicios de Administración de Costos. No se despliega de forma predeterminada;...

Welcome to the next episode of the VCF Breakroom Chats. This is part 1 of a 2‑part series with Himanshu Singh, Director, Product Marketing, AI, Kubernetes, and...

'Learn How to Add API Proxies in Apigee X Correlation IDs For end‑to‑end logging, debugging, and observability across all APIs.

Welcome to the next episode of the VCF Breakroom Chats. This is part 2 of a two‑part series featuring Himanshu Singh, Director of Product Marketing, AI, Kuberne...

AI‑Driven Threats As digital transformation accelerates, 2026 is set to be a defining year for cybersecurity. AI is expected to become the backbone of cybercri...

Compilers are essential for the performance and correct execution of software and hold universal relevance across various scientific disciplines. Despite this, ...

The Problem: A Fragmented AI Development Ecosystem If you've been using AI‑powered coding tools lately, you've probably experienced this frustration: You creat...

Hi HN, I’m a former C++ dev turned Product Manager. I’ve noticed many engineers struggle with the 'politics' side of things when they become Leads. To help with...

Why sanity checks matter Weird things happen in production. No amount of test coverage, database transactions, or years of experience can guarantee that unexpe...

!Cover image for Translating a Complex Object Detection Model for Sales Teams: An AI Documentation Case Studyhttps://media2.dev.to/dynamic/image/width=1000,heig...

Different architectures, different trade-offs Flat‑file CMSs solve multilingual websites in very different ways. Some systems, like Grav, store language varian...