The Goal I wanted to build a Micro‑Social API—a backend service capable of handling Twitter‑like feeds, follows, and likes—without breaking the bank. - Budget:...
Why I Am Writing This Article If you search for “CKA Pass” you will find many experience reports. However, there are still very few articles written after the...
What Is an AI Factory? An AI Factory is not a single service or tool. It is a platform capability that continuously: - Ingests and governs data - Trains or fin...
Introduction You deploy an API, everything works fine, and users are happy. Then one day… complaints start coming in: - “The API feels slow.” - “It used to resp...
The “One-Click” Trap We’ve all seen the trend. You export your LinkedIn profile to a PDF, feed it into a tool like Gamma or a generic GPT wrapper, and boom—you...
!Claude Code workflow illustrationhttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/wpiwm7cyvaxipzkqjynw.png Stop hitting the wall. Here is how to make C...
Introduction We've all been there: you push to production on a Friday, let the AI write the unit tests because the “vibes were good,” and suddenly the database...
Article URL: https://pierce.dev/notes/a-deep-dive-on-agent-sandboxes Comments URL: https://news.ycombinator.com/item?id=46595393 Points: 6 Comments: 0...
Article URL: https://www.ycombinator.com/companies/f2/jobs/cJsc7Fe-product-designer Comments URL: https://news.ycombinator.com/item?id=46595130 Points: 0 Commen...
Controlling Autonomous AI Agents with “Vibes” We write polite system prompts — “You are a helpful assistant,” “Please do not lie,” “Ensure your SQL query is sa...
!Cover image for Your 'Atomic' Deploys Probably Aren't Atomichttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%...
'Gemini, Veo, and Nano Banana are impressive, but they are just software. Let’s talk about the hardware that makes them possible
Hi! I'm falling back into the realm of S.T.E.M. I enjoy learning about energy systems, science, technology, engineering, and math as well. One of the projects I...
Introduction Creating a viable platform based on user‑generated content UGC is an inherently difficult task in a competitive market, but adding live eCommerce...
Shift‑Left Reliability We've become exceptionally good at incident response. Modern teams restore service quickly, run thoughtful postmortems, and hold themsel...
I recently built a project called Nature’s View, a responsive website focused on raising awareness about nature while practicing clean frontend development. The...
The “Harvest Now, Decrypt Later” Threat Quantum computers capable of breaking RSA and ECC encryption don’t exist yet, but adversaries are already collecting en...
!Cover image for The 3 Most Common .env Leaks and How to Prevent Themhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=aut...
'Diving Deeper into Two AWS Kiro Features I Use Frequently Continuing from my previous post, I’ll explore two features that work well for my use‑cases.
Background I recently posted an article on dev.to documenting my experiences testing small and large language models. I'm an engineering technician, not a soft...
Making QR Codes Safe by Design: A Trust‑On‑First‑Scan Model By Colten Jacob, January 2026 QR codes have quietly become one of the most powerful interfaces in mo...
Article URL: https://developer.apple.com/news/?id=8jzbigf4 Comments URL: https://news.ycombinator.com/item?id=46593819 Points: 5 Comments: 0...
Article URL: https://www.youtube.com/watch?v=c0mLhHDcY3I Comments URL: https://news.ycombinator.com/item?id=46593395 Points: 31 Comments: 11...
Article URL: https://www.azfamily.com/2026/01/08/waymo-passenger-flees-after-car-drives-phoenix-light-rail-tracks/ Comments URL: https://news.ycombinator.com/it...
Background: Buying a Used Robot I didn’t buy this robot vacuum because I urgently needed automated cleaning. warranty the mental barrier of “don’t touch it, yo...
Article URL: https://www.wired.com/story/x-didnt-fix-groks-undressing-problem-it-just-makes-people-pay-for-it/ Comments URL: https://news.ycombinator.com/item?i...
The Problem: The “Almost Correct” Trap We’ve all been there: you ask an LLM to generate a complex validation function or a scheduling algorithm. It looks perfe...
Article URL: https://www.ycombinator.com/companies/clearspace/jobs/GOWiDwp-research-engineer-at-clearspace Comments URL: https://news.ycombinator.com/item?id=46...
Article URL: https://www.promptarmor.com/resources/superhuman-ai-exfiltrates-emails Comments URL: https://news.ycombinator.com/item?id=46592424 Points: 8 Commen...
Article URL: https://github.com/finbarr/yolobox Comments URL: https://news.ycombinator.com/item?id=46592344 Points: 7 Comments: 4...
Introduction As part of the HRT Journey Tracker Suite, I’ve been building tools that support transition in practical, offline‑friendly ways. The newest additio...
Recently, I received an unsolicited email that initially seemed like a heartfelt plea for help but quickly revealed itself as a classic scam. By sharing my expe...
Article URL: https://twitter.com/netblocks/status/2010750871274160361 Comments URL: https://news.ycombinator.com/item?id=46591974 Points: 91 Comments: 61...
Article URL: https://walzr.com/postal-arbitrage Comments URL: https://news.ycombinator.com/item?id=46591708 Points: 4 Comments: 0...
!Cover image for A technical documentation to ultimate freedom in lifehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=au...
The goal: get more ideas into production faster We’re a small startup that spends lots of time on video calls with users. After calls end, many good ideas—espec...
Overview The Eye Navi app helps people with visual impairments see and navigate their surroundings. It uses a smartphone camera to capture environmental inform...
The Problem with Traditional Apps ChatGPT Apps introduce a new way of considering apps: they are defined by a set of flows triggered by intent detection, rathe...
Managing a single AWS account is a full‑time job. Managing five? It’s a challenge. Managing five hundred? It’s a nightmare of lost visibility, security “hoop‑ju...
Overview AWS Lambda is a serverless compute service that lets you run application logic without managing servers. You simply upload your code and define a trig...
!Cover image for I built a spatial 3D knowledge graph with React Three Fiber & Gemini AI 🌌https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,g...
Introduction Throughout this series, we'll use Amazon Nova 2 Multimodal Embeddings to create embeddings and store them in Amazon S3 Vectors. In this article we...
Article URL: https://github.com/scionassociation/blog-25gbit-workstation Comments URL: https://news.ycombinator.com/item?id=46590541 Points: 8 Comments: 0...
This is a submission for the New Year, New You Portfolio Challenge Presented by Google AIhttps://dev.to/challenges/new-year-new-you-google-ai-2025-12-31 About M...
AI is no longer a future concept—it’s already woven into our everyday lives. Like many others, I’ve joined this journey of understanding and mastering AI, not o...
Overview Version 1.1.0 of CGMB Claude‑Gemini Multimodal Bridge adds full Windows support, OCR for scanned PDFs, URL auto‑routing, and support for the latest Ge...
!Cover image for Meet Edulavo: The AI-Powered Skill Coach That Ends Tutorial Hell.https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=au...
Article URL: https://www.cnbc.com/2026/01/12/apple-google-ai-siri-gemini.html Comments URL: https://news.ycombinator.com/item?id=46589675 Points: 69 Comments: 3...
