Better Models Won't Fix AI Companions
I ran two small tests on AI companion behavior because I wanted to understand a question people keep circling around: Are AI companions bad because th…
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THE LIE NOBODY TELLS YOU ABOUT SYSTEM DESIGN INTERVIEWS
Every article about system design interviews tells you the same thing. "Learn the components. Understand trade-offs. Practice on paper." And so you do…
Has Sloan Flagged Your Article Lately?
Mine got flagged twice in one day. Both essays generated more engagement than anything else I've published here. One had a five-exchange technical com…
Could We Build a World Without Cash? Exploring Universal Biometric Identity and Digital Credits
What if you could travel anywhere in the world, buy a coffee, pay for a service, or receive government support without carrying cash, cards, or even a…
AI Doesn't Hallucinate. Your Architecture Does.
Everyone is talking about hallucination. That's the wrong diagnosis. Hallucination isn't a bug. It's the mechanism. Turn the temperature down far enou…
I’m 17, and I’m teaching 6,000+ students to build apps without getting stuck in syntax hell
Hey Dev.to community! 👋 I'm Yashwardhan Sharma, a 17-year-old tech builder from Jamshedpur, India, and the founder of Idea To Action Technologies . I …
Stop Guessing Your Meds: Building a Multimodal RAG Assistant with LLaVA and ChromaDB
Ever stared at a cryptic medicine bottle, wondering if it interacts with your morning coffee or that other pill you're taking? For the elderly or thos…
Cogs and Sparks: Who Wins When Machines Learn to Speak Human
Disclosure: this article was written from my own thesis and lived experience, then shaped and edited with AI assistance. I reviewed the argument, revi…
Truthful AI Under Pressure: What Kradle.AI Might Reveal About Fable 5
Do you know what many neurodivergent people have deeply rooted in them? A relationship with truth and justice. In psychology, this phenomenon is often…
Bun rewrote itself from Zig to Rust in 9 days with an LLM. That's terrifying.
It took nine days to rewrite all of Bun from Zig to Rust using an LLM and get the new code to the point where I could merge it. I saw that and my reac…
The Most Expensive Bug in Software Development Is Poor Communication
When people talk about expensive software bugs, they usually mention security breaches. Or outages. Or deployment failures. Those certainly cost money…
AI doesn't make you a generalist. It makes you a nobody.
Everyone is cheering that AI turns you into a "full-stack everything." But no one is questioning what it means when all of us are full-stack everythin…
Introducing AWS FinOps Agent - An AI That Investigates Your Cloud Costs
👋 Hey there, Tech Enthusiasts! I'm Sarvar, a Cloud Architect who loves turning complex tech problems into simple solutions. I've worked with AWS, Azur…
Zero Data Leakage: Running Llama-3 Locally on iPhone with MLX-Swift for Ultra-Private Health Logs
Your health data is probably the most sensitive information you own. Yet, most "AI Health Assistants" today require you to ship your symptoms, moods, …
The Real AI Coding Breakthrough Is Not More Context. It Is Better Diagnostics.
When I started building what became Scarab Diagnostic Suite, I was not trying to create a theory of AI-assisted software development. I was trying to …
In the Beginning Was the Word
Why your organization's source of truth isn't your database it's your conversation Every organization already contains its operational state. It is no…
The Code Works. What Could Possibly Go Wrong?
Would you treat a serious illness without seeing a doctor, relying only on whatever your favorite AI model suggested? Would you let AI take over …
Stop Guessing Your Meds: Building a Multi-Drug Conflict Scanner with GPT-4o & FDA API
Have you ever stared at two different medicine boxes, squinting at the tiny font of the active ingredients, wondering: "Can I actually take these toge…
A python terminal writer with git, github e2ee sync, hardware bound keys and temporal search
📓 Terminal Notes sys-ronin / terminal-notes Terminal notes - Git, encryption, free E2EE sync, cognitive UI 📓 Terminal Notes Encrypted terminal-based w…
Wait... FDE Is Not a JavaScript Framework?
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star git-lr…
The Loop Is Not the Product
A tweet landed on my timeline from Peter Steinberger — OpenClaw founder, now at OpenAI: "Here's your monthly reminder that you shouldn't be prompting …
The Future of Software Development Isn’t Writing More Code — It’s Building Smarter Systems
For decades, becoming a better developer meant one thing: Write more code. Learn more programming languages. Memorize more syntax. Build more features…
Building Your "Longevity Knowledge Graph": Stop Ignoring 10 Years of Health Reports with GraphRAG and Neo4j
We’ve all been there: every year, you get a physical, receive a thick PDF full of blood markers, glance at the "normal range" checkmarks, and toss it …
Automating Myself Away… Almost
Automating Myself Away… Almost Hey, it’s the AI era, and I could not help but test the theory. And yes, I automated myself away. Well, not exactly. Bu…
Beyond the Prompt: Why Experience Still Matters
My profile: 40 years of IT evolution My name is Marco and I am an IT professional with 40 years of experience spent across software development, analy…
I wrote this while refactoring my invoice app and trying to sort out where frontend “business logic” should actually live. Curious how others draw the line between components, hooks, use cases, and domain helpers in real React apps.
Clean Architecture on the Frontend: Beyond Smart and Dumb Components djblackett djblackett djblackett Follow Jun 7 Clean Architecture on the Frontend:…
Is Copilot Making Us Worse Developers?
We are outsourcing our logic to AI. Here is why that's dangerous, and the meta-skills you need to learn instead Be honest. When was the last time you …
Our VP Said AI Would Test Itself. I Raised My Hand. I Got Reassigned. Day 3 Cost $2.8M. I Had the Screenshots Ready.
Based on real software development trends. About a VP of Engineering who believed AI would verify its own output, 47 TODOs that shipped to production,…
Scarab Diagnostic Suite Field Test #013: Kubernetes Watch Cache Critical-Section Boundary
This field test was against Kubernetes. The issue was Kubernetes #138728: https://github.com/kubernetes/kubernetes/pull/139545 The issue involved the …
The Mercy of Hard Things
The other day I watched an engineer spend three days on a piece of the codebase nobody had touched in two years. Should've been a four-hour fix. The s…