markdown !Cover image for Vibe Coding vs AI-Driven Development: The Contracts Problem and GS‑TDDhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=co...
How to Tame Non‑Deterministic LLMs and Build Production‑Ready Apps Using the Stack You Already Know For the last two years, the narrative has been consistent:...
markdown !Aisalkyn Aidarovahttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.c...
Overview During a routine security audit of a production environment with over 1,000 servers, Companion Sentinel identified an active GFSHELL Gateway Framework...
Introdução Sabe aquele dia em que você senta para estudar depois de um dia cheio e parece que o cérebro simplesmente quer entrar em modo de espera? Todo desenv...
!Cover image for 🚀 Unlocking the Future: My AI Agent Mesh Portfolio Backend for the New Year, New You Challengehttps://media2.dev.to/dynamic/image/width=1000,h...
Overview CES remains the biggest stage in tech, but CES 2026 was not just about new gadgets. The stronger signal was about trust, security, and how AI integrat...
Article URL: https://observer.co.uk/news/first-person/article/emma-freud-sigmund-freuds-begonia Comments URL: https://news.ycombinator.com/item?id=46559599 Poin...
I spent the last week building DocuFlow, an event‑driven data pipeline that automatically ingests PDF invoices and extracts structured financial data Vendor, Da...
Lesson Learned 125: Comprehensive Trust Audit Jan 9, 2026 ID: LL-125 Date: January 9, 2026 Severity: CRITICAL Category: Trust, Operations, Strategy Status: Act...
After losing $1,200 to YouTube course scams, I built TruthScore – a free AI detector that reveals hidden dislikes and scam patterns. Here’s exactly how to spot...
!Cover image for If you could recommend only one book, what would it be and why? 📚https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=a...
The Silent Failure of Cron‑Based Backups Imagine this scenario: you wrote a Bash script to back up a production database e.g., an online store. After adding th...
Introduction Johannes Gutenberg’s printing technology was a systematization of letter‑press printing developed in mid‑15th‑century Germany. By combining movabl...
Article URL: https://scottjg.com/posts/2026-01-08-crappy-computer-showdown/ Comments URL: https://news.ycombinator.com/item?id=46558148 Points: 23 Comments: 4...
I 17y/o have been developing a rocket launch simulation that allows the user to explore what it's like launching a rocket from earth and putting it into orbit....
Overview I built this as a personal open‑source project to explore how EU AI Act requirements can be translated into concrete, inspectable technical checks. Co...
!Cover image for My New 2026 Portfolio: Powered by Google Cloud & AIhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto...
https://x.com/revelium_studio/status/2009570090568577045 Comments URL: https://news.ycombinator.com/item?id=46557352 Points: 26 Comments: 5...
I never imagined that AI could touch someone I care about in such a profoundly harmful way. A close friend’s image was manipulated using AI‑generated editing to...
One of the side projects that I've been working on recently was a multi‑agent system to automate the process of creating ready‑to‑use, feature‑complete template...
When containers first burst onto the technology scene, they sparked an intense debate that continues today: should containers run on virtual machines or directl...
Article URL: https://www.sciencedaily.com/releases/2026/01/260107225516.htm Comments URL: https://news.ycombinator.com/item?id=46557233 Points: 188 Comments: 11...
Hey - I've been playing with LLMs since GPT-2 and recently experimented with fully generative UIs where the HTML/Canvas are generated just-in-time. Every post o...
Article URL: https://www.washingtonpost.com/immigration/2026/01/06/visa-bonds-state-overstay-rates/ Comments URL: https://news.ycombinator.com/item?id=46556979...
Article URL: https://jobs.ashbyhq.com/replit Comments URL: https://news.ycombinator.com/item?id=46556822 Points: 0 Comments: 0...
Vectra — Unified Vector Database Client for Ruby Pinecone, Qdrant, Weaviate, pgvector, and more If you've ever built AI applications in Ruby—semantic search, RA...
Introduction Are you struggling to get consistent visitors to your website? A few months ago, my blog’s organic traffic was stagnant, hovering around a few hun...
A single 2004 research paper quietly changed the internet forever A few months ago, while soaking up the Bali sun, Google gifted me a custom LEGO tribute to “M...
Article URL: https://lend-me-your-ears.specr.net Comments URL: https://news.ycombinator.com/item?id=46556210 Points: 26 Comments: 8...
Structuring Your Work Experience for Maximum Impact Crafting a CV that stands out in tech AI, ML, software development, cloud isn’t just about listing jobs; it...
Article URL: https://forms.icepanel.io/careers/senior-product-engineer Comments URL: https://news.ycombinator.com/item?id=46555977 Points: 0 Comments: 0...
Local Deployment with Docker Compose Prerequisite: Docker Desktop must be installed and running. Minimal compose.yml yaml services: flowise: image: flowiseai/f...
Overview In the current landscape of artificial intelligence, a tool is a discrete piece of functionality that an LLM can invoke to interact with the world, wh...
markdown !Forem Logohttps://media2.dev.to/dynamic/image/width=65,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2...
Live Demo: Note: Admin approval is required; your MetaMask wallet will not be authorized until approved. 🔍 The Challenge Traditional certificates are: - ❌ Easy...
DocuSeal is an open‑source document signing platform that lets you create, send, and manage signing workflows for contracts, agreements, and any other documents...
Article URL: https://fredbenenson.com/blog/2026/01/09/why-is-sendgrid-emailing-me-about-supporting-ice/ Comments URL: https://news.ycombinator.com/item?id=46555...
Overview The launch of Alpaca’s official MCP Server lets Large Language Model LLM clients—such as Cursor, ChatGPT, and Claude—research, analyze, and place orde...
Mistral 3 vs. Llama 3.1 – The 2026 Open‑Source AI Stack The open‑weight landscape in 2026 forces CTOs to choose between a sovereign, Apache‑licensed European f...
Decentralized Finance (DeFi) staking is one of the most prominent applications within the DeFi ecosystem, where DeFi projects enable users to stake tokens on th...
We've all been there — your CI pipeline fails, you click through to the logs, and you're greeted with 2,000 lines of output. Somewhere in there is the actual er...
Gaming and Indie Games While I have previously mentioned that I am working through the freeCodeCamp curriculum, I also have interests outside of learning. Gami...
markdown !Achyuta Dashttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fu...
1. Never Hardcode API Keys This seems obvious, but it's still the 1 cause of API key leaks. Hardcoded keys end up in: - Git repositories even private ones get...
Article URL: https://en.wikipedia.org/wiki/London%E2%80%93Calcutta_bus_service Comments URL: https://news.ycombinator.com/item?id=46554462 Points: 11 Comments:...
I built a free, no-registration noise evidence generator for tenant noise complaints. Features: - Supports 27 US cities with accurate noise ordinances - Real-ti...
Anthropic's Claude‑Code Initiative Score: 79/100 Verdict: SOLID Source: GitHub Trending Anthropic’s Claude Code is a terminal‑native “agentic coding” product t...
