Word Scrambling as a Learning Mechanic: Tools, Theory, and Classroom Applications
Word scrambling is a deceptively simple mechanic. Rearrange the letters of a word, ask someone to restore the original — that's the entire game loop. …
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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 …
Where have the bottlenecks gone?
AI coding, using AntiGravity or Claude Code, has significantly increased the productivity of your junior developers. Applications which used to be ‘lo…
I Built a Web App That Finds the Fairest Meeting Spot for Any Group (and It's Free)
The Problem Nobody Talks About Picture this: You're trying to find a place to meet up with friends. Someone suggests a coffee shop. It's 8 minutes fro…
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…
Which sentence on your SaaS homepage is hardest to write?
For founders and indie developers: which sentence on your current homepage is hardest to write? Paste the public sentence, target customer, and desire…
How I audit a SaaS homepage before changing the design
A SaaS homepage usually does not fail because its gradient is wrong. It fails because the page makes the visitor answer too many questions on their ow…
What Happened When I Told Codex to Calm Down
I have been doing a lot of work lately tightening up my diagnostic suite: the mechanics, the workflow, the way it runs against target repos, the way i…
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…
Is it possible overload a AI as a Service with multiples requests ?
I was thinking about some tests for a service that uses language models; there are several, even prompt injection. A question came to mind: is it poss…
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…
I Turned Off AI Coding Tools for a Week. Here's What I Learned.
I've been writing about AI coding tools for months here on Dev.to. Comparisons, benchmarks, tutorials on how to squeeze the most out of Claude Code, C…
I shipped my first AWS + Vercel product in 7 days during a Meta attribution crisis 👋
Hi dev.to 👋 I'm Andres. Long-time builder, first-time dev.to poster. (Pretty sure I should have done this years ago.) Just shipped Ad Engine — a 24/7 …
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…
Why Your AI Capture Store Needs Two Security Layers (Not One)
Liquid syntax error: Unknown tag 'lineage'
Vanity of vanities — on AI slop and the problem of content for content's sake
3,000 years ago, Qoheleth surveyed everything done under the sun and called it vanity. Not pride — emptiness. The striving after wind. Labor that prod…
I Learned REST APIs in College - But Nobody Told Me What They Actually Do
You open Instagram.Your feed loads. You like a post. You follow someone.Every single one of those actions is a REST API call happening behind the scre…
Startup Automation in 2026: The Opportunities, Risks, and Limits of AI-Driven Growth
Startups have always faced the same challenge: Too much work, too little time, and not enough people. In the past, solving that problem usually meant …
Why I chose to build instead of grind Leetcode — and what happened
I'm 18. BTech CS student in India. Everyone around me is grinding Leetcode, preparing for placement season, optimizing for offer letters. I made a dif…
Scarab Diagnostic Field Test #026 — Next.js Turbopack Denied-Path Watcher Boundary
Target: vercel/next.js Issue: vercel/next.js#81161 PR: vercel/next.js#94735 Field Lab: https://github.com/scarab-systems/scarab-field-lab This field t…
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…
Gen AI is an Amplification Machine
I've been using generative AI pretty much daily for months now. And I've come to think most people fundamentally misunderstand what it does. Gen AI is…
Part 5 ("The Author Doesn't Have to Be an Engineer") has been generating sharp comments. Worth a read for the thread alone.
The Author Doesn't Have to Be an Engineer: How the Harness Holds Quality (Series Part 5) Self-healing guardrails for business-side PRs Ryosuke Tsuji R…
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…
SOS: Trapped in After Effects hell. Send AI tools.
Honestly, building the SaaS was the easy part. Finding a way to make a killer launch video is destroying me.💀 Motion designers are charging insane rat…
Scarab Diagnostic Field Test #023 — Rust Raw Pointer Recursive Layout Boundary
Target: rust-lang/rust Issue: rust-lang/rust#157047 Status: ready-for-review PR opened PR: rust-lang/rust#157724 Branch: https://github.com/scarab-sys…