22259 posts from this source
!Cover image for gh skill: GitHub's New CLI Command Turns Agent Skills Into Installable Packageshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=co...
The Trap Nobody Talks About Some odd kind of lazy creeps in once AI code assistants enter the scene—worse than just grabbing stuff from Stack Overflow ever was...
The Problem With Traditional Fraud Detection Most legacy fraud systems were built around: - Static rule engines - Batch processing - Post‑transaction analysis...
Why Puppeteer causes deployment pain Puppeteer bundles a full Chromium binary. On Linux that binary is around 300 MB after extraction. This creates three compo...
!Cover image for Understanding Transformers Part 8: Shared Weights in Self-Attentionhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=...
I’ve applied to Outreachy twice before this round. Both times, I didn’t get in. By my third application, I had stopped expecting anything. I just told myself I...
Why Horse Racing? Horse racing data is rich, structured, and updated daily — a perfect playground for building an automated AI prediction pipeline. I built one...
!Forge IL milestonehttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazona...
Generative AI vs Agentic AI From Content Creation to Autonomous Action As we move beyond AWS DeepRacer and the “AWS AI League,” the shift from model‑ML design...
Wired up an SMS‑to‑Notion pipeline today. Twilio ingests the message, Make orchestrates, a small PHP endpoint handles file uploads, and structured records land...
Why Build This Amazon just launched “Rufus Buy for Me” — an AI that browses and purchases for you. The counter‑move for a personal‑finance app? Make the AI wor...
Devlog: Kiwi-chan's Great Oak Adventure – Or, How My LLM Became a Lumberjack Again! Hey tech enthusiasts and fellow pixel pioneers! It's another glorious day i...
Problem Overview When we pushed our microservice architecture to handle 10× traffic, the first sign of trouble was an intermittent 502 error that only appeared...
What’s the deal with flat‑looking CSS transitions? The default ease timing function works, but it’s generic. Real‑world motion has character—it bounces, oversho...
!Cover image for I built an open source tab suspender after The Great Suspender got removed for malwarehttps://media2.dev.to/dynamic/image/width=1000,height=420...
!Cover image for The 'Privacy-First' Mirage: Why Your Analytics Hash is Still Fingerprintinghttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,...
!Explorer drawing their own map with cartography tools, symbolizing building your own Spec-Driven Development path.https://media2.dev.to/dynamic/image/width=800...
How Machine Learning Helps Machine learning systems identify patterns in large datasets using statistical algorithms. They categorize, classify, and predict ou...
Most workflow libraries require you to run an additional service. Celery needs Redis, Temporal needs its own server, and so on. Gravtory leverages the database...
Overview LLM agents excel in the moment but are amnesiac by design. Mnemostroma is a local daemon that sits between you and your agents, silently watching conv...
The Setup I'm building a Flutter Web + Supabase app called Jibun Inc. — an AI life‑management hub that absorbs the features of 21 competitors Notion, Evernote,...
We recently helped a recruiting agency debug a painful problem: their ATS was silently rejecting nearly half the resumes coming through their pipeline. The cand...
Overview Six hours into a Claude Code session, I noticed I was squinting—not at code, but at tool output: permission prompts, reasoning blocks, and the prose t...
An MCP server for content publishing turns your AI assistant into a publishing pipeline. You write a markdown draft, the assistant calls the server's tools, and...
What is a class? A class is a blueprint for creating objects. An object is an instance of a class. Define a simple class python class Dog: pass Create an objec...
What Traditional Servers Are Designed For Traditional servers are built to handle: - Web applications - Databases - File storage - Enterprise applications Thes...
We’ve built a powerful Forensic Team that can find books, analyze metadata, and spot discrepancies using MCP. In the enterprise, “it seems to work” isn’t a metr...
The Problem Every Monday morning, the same ritual plays out on engineering teams everywhere: - Open Jira - Check what moved overnight - Copy ticket statuses in...
Introduction Hey! Before we start — have you ever built something with JavaScript and thought: > “Why is this getting so complicated so fast?” You’re not alone...
!pichttps://media2.dev.to/dynamic/image/width=256,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farti...
Building AETHERIS in Public — Day 47 Phase 8: The Expanding Core AETHERIS grows beyond its initial architecture. New primitives, new chains, new value. The on‑...
The Problem Debugging felt slow. I was constantly switching between logs and breakpoints, trying to understand what my app was doing. The Idea What if debuggin...
Background The CPS transformer from Chapter 6 of EOPL3 reuses the LETREC language from Chapter 3, adding multi‑argument procedures and multi‑declaration letrec...
If you spend time working with MongoDB, you’ll eventually outgrow simple collection browsing. Queries become more complex, data volumes increase, and you need b...
I'm thinking about in-person events more and more these days, so I'm curious — what brings you by a conference booth? What’s a good experience or design you’ve...
Problem A simple CSS change broke the checkout button on mobile. Every functional test passed, but the button was invisible on mobile screens because a rogue d...
What is a Callback Function? 1. Bus Travel javascript function conductorticket{ console.log'where to go'; ticket; } function passenger { console.log'Ooty'; } c...
!Cover image for Beyond Marker Clusteringhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploa...
🧠 Are daily standups really useful, or do we just do them out of inertia? After years working in agile environments, I’d like to open this debate: does it real...
The Unexpected AI Bill A few months ago I opened an AI bill and had that little stomach‑drop moment. I had been using models like they were free—a few prompts...
In a machine learning pipeline, the quality of feature engineering directly determines the prediction ceiling of the final model. However, as data scales from g...
!pichttps://media2.dev.to/dynamic/image/width=256,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farti...
!Cover image for The Adventures of Blink S5e7: Winning is Everythinghttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto...
Overview Most document workflows break at the same place: a contract is uploaded, then downloaded, and a human spends 30–60 minutes scanning for key clauses, r...
Thinking Guide for Engineers Building with AI “Thinking in the Age of AI” – a quick‑reference system to keep your judgment and intuition sharp while using AI t...
Introduction Executive Summary This medium‑severity issue carries a CVSS 6.5 score with a network attack vector, low complexity, and no privileges or user inte...
Introduction Until now, most AI interactions have followed a human‑to‑AI pattern: you type a prompt, and the AI calls a tool. As we move toward the next phase...
!Cover image for React Basics for Beginnershttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-upl...
