Tools vs Raw Commands - The Token Cost Theory
The Hook Scalekit ran 75 benchmark runs comparing CLI and MCP agents on identical GitHub tasks. CLI was 10 to 32x cheaper and 100% reliable. MCP hit only 72%...
Dev.to Articles
Updated just now · 12 articles from Dev.to
HOW TO MANAGE AN IT PROJECT IN THE AGE OF AI: IS IT STILL AGILE?
Hey IT folks! I'm Alfiya, and I'm growing in IT project management. — How many devs are on your team? — a colleague from another department asks me. — Zero, ...
Cohort 1: A Few Months In
I joined Zone01 Kisumu's Cohort 1 back in March, after making it through the Piscine. A few months in, here's a quick, honest update on where things stand. W...
Chainlink Staking Isn't a Yield Farm. It's Cryptoeconomic Security With Real Consequences.
The framing that gets this product wrong Browse Chainlink Staking content on crypto Twitter and you'll find two framings: "earn 4.32% APY on your LINK" or "C...
ZeroRelay: Direct Browser-to-Browser Sharing - No Server Ever Sees Your Data
A fully open-source P2P mesh app for sharing text, code, notes, and files directly between browsers. No signup, no accounts, no database. The Pain Point You'...
A Developer Guide to Viewport Sizes for Screenshots
const viewports = [ { width: 1920, height: 1080 }, // desktop full HD { width: 1366, height: 768 }, // most common laptop { width: 375, height: 812 }, // iPh...
Why Your Images Are Killing Your Core Web Vitals (and How I Fixed It in One Afternoon)
The problem nobody notices until it's a problem Run PageSpeed Insights on almost any e-commerce store, blog, or portfolio site and you'll find the same culpr...
What Verification Debt Is
What Verification Debt Is Technical debt describes the future cost of choosing a fast, expedient solution over a better one. Verification Debt is a related b...
Ad
BEM Methodology in CSS: predictable naming for clean styles
Why BEM? As frontend projects grow, CSS quickly turns fragile—poor class names cause style collisions, debugging pain, and slow iteration. BEM gives you a pr...
Building Phantom Protocol: What I Learned Shipping My First Autonomous Agent System on Qwen Cloud
I want to start with the actual problem, because that's really where this whole thing came from. I was doing outreach for client acquisition, and I just coul...
Codogotchi just liberated your AI-agent status indicator
If you run more than one AI coding agent session at a time — three Claude Code threads on three tickets, a Codex session doing a refactor while Cursor chews ...
I Stopped Swapping LLM Providers Without a Smoke Test
For a while, my LLM provider migration test was embarrassingly simple: Change the base URL Send one normal prompt Get a response Call it done Which is fine i...
