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…
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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…
Experienced devs are 19% slower with AI tools. Nobody wants to believe it.
Every AI coding tool on the market promises you'll ship faster. A recent study says experienced developers actually got 19% slower when using them. Re…
I created two ghosts during lunch. The AI gave one a job offer.
This is a story about a company that rolled out an AI interview system — and the lunch break I spent creating two ghosts to test it. One of them stuff…
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 …
The first review loop I use before I trust an AI-generated MVP
The biggest mistake I made with AI app builders was trusting a polished first screen too early. Now I do a very simple review loop before I treat any …
Scarab Field Test #021 — pnpm Self-Upgrade No-Manifest Boundary
Target: pnpm/pnpm Issue: pnpm/pnpm#12240 PR: pnpm/pnpm#12301 Public branch: https://github.com/scarab-systems/pnpm/tree/fix/deps-status-no-manifest La…
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…
Field Test #020b — Next.js Root Ownership Refinement
The first version of the patch treated the issue as a nearest-root problem. That was too broad. The failure in #92978 involved a stray parent lockfile…
I Was Tired of Writing Commits Like "final_final_v7_ACTUAL_FINAL"
Let's be honest for a second. GitHub contribution graphs are not a productivity metric. They are not a measure of skill. They are not a measure of imp…
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 …
What I achieved in My First Week as a Self Employed Dev
Disclaimer: NOT AI generated. Almost a week ago, I resigned from my Full time Software Developer Job to pursue Self Employment. This decision came aft…