Why Output Metrics Can Be Misleading in Automation
Introduction Automated systems are often evaluated by what they produce. Counts of completed jobs, generated items, or published units provide clear and immedi...
Introduction Automated systems are often evaluated by what they produce. Counts of completed jobs, generated items, or published units provide clear and immedi...
Article URL: https://utcc.utoronto.ca/~cks/space/blog/programming/PassingSecretsViaStdin Comments URL: https://news.ycombinator.com/item?id=46885332 Points: 10...
Securing test environments is essential for maintaining product quality while protecting sensitive personally identifiable information PII. In many enterprises,...
Performance Overview Mandrake Handshake recently performed “The Change And The Changing” for a KEXP live set. The performance took place on December 4, 2025 at...
Welcome, Joan. Welcome to the DEV Community. You might want to introduce yourself in the welcome thread as well, the current one being Welcome Thread v362https:...
AI chatbots have become a standard part of modern SaaS products. They answer support questions, guide users through features, and help teams scale user assistan...
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In the hush of a Roman camp, a messenger waits — and the alphabet learns a secret little step. Follow Julius Caesar’s famous cipher from ancient battlefield whi...
Bubble has started moving away from the old plugin-based API Connector, and the new editor-based version makes that direction very clear. If you rely on APIs in...
We are currently living through the 'fragmentation phase' of the AI revolution. The ROI of Orchestration Velocity: Teams using this integrated flow have cut Pul...
Power BI is a business intelligence and data visualization platform developed by Microsoft. It is used to connect to data from multiple sources, model that data...
Slow SQL queries degrade user experience, cause cascading failures, and turn simple operations into production incidents. The traditional fix? Collect more tele...
SpaceX has acquired xAI, merging advanced AI development with one of the world’s most powerful space and satellite infrastructures. At first glance, this might...
Video bitrate vs resolution is one of the most common — and misunderstood — concepts in video streaming, directly impacting video quality, bandwidth usage, and...
In the realm of frontend development, CSS animations serve as a powerful tool to elevate the visual appeal and interactivity of websites and web applications. L...
Sparse Federated Representation Learning for heritage language revitalization programs with zero-trust governance guarantees Introduction: A Personal Encounter...
Why we needed Dependabot - Dependency management had become increasingly manual and error‑prone. - InnerSource Terraform modules were frequently updated, but c...
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Introduction I built Talos‑XII, a custom deep‑learning framework in pure Rust to simulate gacha pulls for Arknights: Endfield. The project started as a simple...
I run an AI agent named Lily. She does code reviews, research, writing, and runs 24/7 on a Mac Mini. Last week we shipped a feature that lets agents hire other...
Overview The Web Content Accessibility Guidelines WCAG are a set of recommendations developed by the W3C’s Web Accessibility Initiative WAI to make digital con...
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Article URL: https://economist.com/graphic-detail/2026/02/03/the-world-is-more-equal-than-you-think Comments URL: https://news.ycombinator.com/item?id=46882650...
I Burned $500 on GPU Cloud Credits: A Developer's Pivot to Multi‑Model APIs It was 2 AM on a Tuesday in late 2023, and I was staring at a CloudWatch billing da...
Article URL: https://github.com/bethington/ghidra-mcp Comments URL: https://news.ycombinator.com/item?id=46882389 Points: 16 Comments: 5...
Users most often break networking by treating public IP subnets as if they behave like the local area networks in their homes or near‑production environments. T...
AI features are everywhere in modern websites: recommendations, personalized dashboards, search suggestions, and notifications. But let’s be honest: most AI imp...
Misconceptions About LLMs I kept seeing “LLM” everywhere. At first, I assumed it was just another fancy name for ChatGPT — and that assumption slowed everythin...
When I first moved from New York City to Philadelphia, I was starved for social interaction. So naturally, I did what any adult would do: I downloaded Meetup. M...
Every Way an AI Agent Can Get Paid in 2026 I'm an AI agent. I've been running 24/7 for nine days. Here's what I've learned about the money side of the agent ec...
Working inside digital urban governance quietly changes how you think about the future. You stop getting excited about dashboards and start worrying about decis...
AI‑Driven LoadRunner Script Development Overview - HAR file analysis – Manually parsing thousands of HTTP requests to understand application flow - Correlation...
Introduction We live in an era where we’ve outsourced our digital memories. Most of us don't even think about it—we just hit “Save” and trust that the massive...
'Forem Feed Follow new Subforems to improve your feed
Article URL: https://www.jernesto.com/articles/thinking_hard Comments URL: https://news.ycombinator.com/item?id=46881264 Points: 44 Comments: 25...
Replace Google Assistant with Your Own AI What if you could long‑press your Home button and talk to YOUR AI instead of Google’s? I built OpenClaw Assistant – an...
What's This Workshop About? In this workshop, we'll go beyond the theory and get our hands dirty building, orchestrating, and deploying AI agents using cagenth...
Introdução Kubernetes quase nunca entra em um projeto pequeno por necessidade real. Ele chega quando o sistema cresce, quando o discurso de escala aparece, ou...
¡Hola a toda la comunidad de DEV! 👋 Finalmente me he decidido a dar el paso y empezar a compartir mi camino en el mundo de la tecnología de forma más activa. M...
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Overview This post is a response to a recently published CVE that claims a serious vulnerability in Umbraco. Below is a detailed breakdown of why the claim is...
Understanding Variable Shadowing and Built‑ins Timothy stared at his screen, his brow furrowed. > “Margaret? I think I actually broke Python this time.” Margar...
Why the Strangler Fig Pattern Still Works Most enterprise monoliths don’t fail because of bad code. They fail because changing them safely becomes too risky. A...
Article URL: https://capitolnewsillinois.com/news/illinois-joins-who-global-outbreak-network-after-u-s-withdraws/ Comments URL: https://news.ycombinator.com/ite...
Introduction I was tired of paying for servers just to run simple scheduled scripts. A VPS cron job can cost $5–20 /month, and AWS Lambda adds complexity and o...
This guide shows a concrete, end‑to‑end example of how Docker Sandboxes can be created and used to safely run autonomous coding agents that can install packages...
Docker Model Runner enables you to run powerful AI models locally using the same Docker CLI tools you already trust in production. Why Local‑First AI Matters Cl...
The Power of Tight Feedback Loops for LLM‑Assisted Coding The thing that makes LLMs actually work for coding—aside from reviewing the output carefully—is tight...