Background At AWS re:Invent 2025 I gave a brief demonstration at the New Relic booth. In Linux environments administrators often rely on CPU usage and load‑ave...

Back in November, I dove into the 5‑Day Gen AI Intensive with Google and Kaggle. I entered as a visual artist and consultant, looking for tools. I left with som...

GraphRAG + Knowledge Graphs + Ontology Engineering + Semantic Search + AI-Powered Retrieval What is GraphRAG? GraphRAG Graph‑based Retrieval‑Augmented Generatio...

Can’t pay for a full Google Workspace account just to send and receive professional emails from your custom domain? You don’t have to. By using Cloudflare for i...

!Cover image for Chunking and Segmentation: The Quiet Failure Point in Retrieval Qualityhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,grav...

TL;DR Idempotent or fully reproducible Dockerfiles are often touted as best practice, but in most real‑world engineering environments they are not the right obj...

!Cover image for VulnForge: Probably One of the Hardest Damn Local Web Apps To Fully Crackhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...

Keep Your Workspace Organized Developers thrive in clean environments. A messy kitchen sink, like a cluttered development environment, creates unnecessary fric...

Introduction Modern developers face increasing demands: projects move faster, software complexity rises, and deadlines tighten. Long hours at a desk can lead t...

Article URL: https://onlinelibrary.wiley.com/doi/10.1111/eth.70033 Comments URL: https://news.ycombinator.com/item?id=46140753 Points: 33 Comments: 13...

What is Notte? Simply put, Notte provides a platform to build and deploy web agents that don’t break. By turning complex and repetitive web tasks into reliable...

!Cover image for Why I Built GymDose: A Simple Supplement Tracker for Real Fitness Journeyshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,g...

Introduction — Why I Joined the Agents Intensive When I enrolled in the Kaggle AI Agents Intensive, I had one goal: to learn how to build AI systems that go be...

What Are Durable Functions? Durable functions are Lambda functions that can pause and resume. When your function waits for a callback or sleeps for an hour, La...

!Cover image for Your First AI Application is Easier Than You Thinkhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/...

New Cover Video Feature You can now use a YouTube video as the cover for your post—meaning it will appear above the title and feature prominently in the feed....

Article URL: https://air.dev Comments URL: https://news.ycombinator.com/item?id=46139905 Points: 31 Comments: 6...

I’m not sure what’s keeping me alive anymore— the caffeine, the curiosity, or that one line of code that finally worked at 3:17 AM. Coding is wild… One moment y...

I have an app on Railway that uses SQLite. I used to SSH into the project manually to query data, but that quickly became a daily interruption. Automating the q...

Article URL: https://lwn.net/SubscriberLink/1046840/3eb9029084cc9e1e/ Comments URL: https://news.ycombinator.com/item?id=46139782 Points: 4 Comments: 0...

TL;DR Anthropic acquired Bun because Claude Code hit $1 billion in revenue in six months but depended on a runtime they didn’t control. Bun needed Anthropic be...

How Kiro Helped Bring Nightmellow to Life Kiro became my coding partner throughout development. I used two complementary approaches: Spec‑Driven Development -...

!Cover image for Enriching Vault OIDC Tokens with SPIFFE Identity Metadata using Terraformhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...

You know that feeling when someone asks, “Can I see your portfolio?” and you freeze for a couple of seconds because… your portfolio isn’t ready, or worse—it exi...

If you play Grow Garden, you already know how tricky mutation planning can get—mixing the right plants, finding hidden combinations, or figuring out what to gro...

Deploying Laravel apps without automated security checks is like launching a starship hoping the oxygen system is probably fine. Teams that build in CI need som...

Imagine we are responsible for managing the MongoDB cluster that supports our country's national financial payment system, similar to Pix in Brazil. Our applica...

What I went through Firstly, I learned that composition is really useful in Godot and how to handle similar things without doing much work. However, there are...

!Cover image for How I Finally Forced LLMs to Return Perfect JSON 2025 Edition — No Hacks, No Regex, Just Clean Outputhttps://media2.dev.to/dynamic/image/width=...

Overview Students and lifelong learners often struggle to keep up with lectures, assignments, or research. A set of AI tools can make your workflow smarter and...

Article URL: https://gurkan.in/2025/12/stop-talking/ Comments URL: https://news.ycombinator.com/item?id=46137845 Points: 31 Comments: 20...

For many engineering leaders, the observability bill has become one of the largest infrastructure expenses. OpenAI reportedly spends $170 million annually on Da...

The Problem With Search Today We've all been there. You search for something important—a research topic, exam prep materials, or just trying to understand a co...

Imagine an always‑on, AI‑powered teammate that wakes up the moment your monitoring alert fires, dives into logs and code, and starts sorting out a problem befor...

A few months back, the tech world got hit with a wave of panic‑inducing headlines. CEOs and tech leaders were on stages everywhere claiming that massive percent...

Article URL: https://alexschapiro.com/security/vulnerability/2025/12/02/filevine-api-100k Comments URL: https://news.ycombinator.com/item?id=46137514 Points: 40...

Article URL: https://conwaylife.com/forums/viewtopic.php?&p=222136p222136 Comments URL: https://news.ycombinator.com/item?id=46137253 Points: 64 Comments: 12...

If you read the previous post, you already have a general view of how Codex and Claude Code differ in approach. Now it's time to put them into a real scenario,...

A slow retrospective on a season of writing, and the quiet transition now opening between fatigue, clarity, and the return to earth. Some life chapters end with...

Article URL: https://frvr.com/blog/news/steam-deck-lead-reveals-valve-is-funding-arm-compatibility-of-windows-games-to-expand-pc-gaming-and-release-ultraportabl...

My Journey into DevOps I graduated in 2019 with a Master of Engineering in Computer Science, three years of internship experience at Intel, and a few modest An...

Coaching Tips, Overcoming Adversity, and the Art of Growth This article explores how a coaching‑centric methodology helps leaders enhance their coaching abilit...

Update Summary Sorry for the long delay. Last month Nov 2025 I had a flu that required many weeks to recover. Despite that, the project kept growing. I feel th...

Article URL: https://www.wiz.io/blog/critical-vulnerability-in-react-cve-2025-55182 Comments URL: https://news.ycombinator.com/item?id=46136067 Points: 95 Comme...

About Me I’m excited to join this community! I’m Amna, a tech learner who enjoys experimenting with AI tools, writing clean content, and building simple things...

SUMMARY LAW‑M is a multi‑layered cognitive‑mechanical theorem that defines how humans, machines, and environments exchange, predict, and synchronize time. It f...

I grew up reading the gripping narratives of R.L. Stine and spending countless hours with story‑driven video games. As an adult I’ve fallen into the tabletop RP...

Most AI‑powered coding tools are excellent at generating code once… again. You update the spec, click regenerate, and suddenly: - Your custom logic disappears -...