Stop Learning AI — Start Upgrading YOUR Role: A Guide for Every Software Discipline
If "learn AI" advice has felt overwhelming and vague, you're not alone. The AI territory has already fragmented by role, and nobody is talking about t…
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Self-Hosted LLM Guide: Setup, Tools & Cost Comparison (2026)
Enterprise spending on LLMs has exploded. Model API costs alone doubled to $8.4 billion in 2025, and 72% of companies plan to increase their AI budget…
🚀 Introducing AI Codebase Analyst: Understand Any GitHub Repository in Under 60 Seconds
🚀 AI Codebase Analyst: Understand Any GitHub Repository in Under 60 Seconds Ever spent hours digging through a new GitHub repository just to understan…
GitHub Copilot CLI Extensions: The Most Powerful Feature Nobody's Talking About
There's No Documentation on This I'm going to say something that sounds absurd: GitHub Copilot CLI has a full extension system that lets you create cu…
How I built an LLM-powered B2B matching engine for China's small commodity export market
I've been building in the Canada-China B2B trade space for a while, and the biggest friction I kept running into was this: global buyers don't know ho…
Building with Google Vertex multimodal AI
How We Built Toon World: An AI-Powered Interactive Learning App for Kids Using Google Gemini and Google Cloud A deep dive into building a real-time in…
We built an AI agent to write cold emails. Then we used it to sell itself.
We built an AI agent to write cold emails. Then we used it to cold email our first customers — and it almost worked. The problem we were solving At An…
# How I Built an AI That Controls Cloudflare WAF via Plain English
I've managed Cloudflare across multiple enterprise accounts for the past two years. I know the dashboard intimately — probably better than I'd like to…
Next.js Metadata API: Complete SEO Setup Guide
Modern SSR apps live or die by metadata quality. If search engines and AI crawlers cannot parse titles, canonicals, and schema, rankings stall and sni…
Stop Slouching! Build a TinyML Posture Guardian with ESP32 and TensorFlow Lite 🚀
As developers, we are world-class athletes... of sitting. We spend 8 to 12 hours a day hunched over our mechanical keyboards, chasing bugs until our s…
Vibe Coding Gets You 70% There. Here's What Happens to the Other 30%.
I'll admit it. When vibe coding took off, I was completely seduced. You describe what you want, the AI builds it, you test it, prompt again, and watch…
MCP Just Got Its First Major Funding — Why This Protocol Is the USB-C of AI (And How to Build Your Own Server)
MCP Just Got Its First Major Funding — Why This Protocol Is the USB-C of AI (And How to Build Your Own Server) TL;DR: Manufact, a YC-backed startup, j…
Building a Self-Healing Data Pipeline with AWS Step Functions, Bedrock, and Glue Data Quality
How to build an intelligent data pipeline that detects anomalies and automatically remediates issues using generative AI Data pipelines break. It's no…
Get Your Hands Dirty - AgentCore - Runtime / MCP Server Deployment
Production-Ready Tools with Bedrock AgentCore Runtime Deploying custom tools at scale requires more than just local functions; it requires managed inf…
Building MCP Servers: Extend AI with Custom Tools
Building MCP Servers: Extend AI with Custom Tools Artificial intelligence is rapidly transforming how we interact with technology. Large Language Mode…
How API Data Bloat is Ruining Your AI Agents (And How I Cut Token Usage by 98% in Python)
If you are building autonomous AI agents right now using OpenAI, Anthropic, or local models, you have probably run into the exact same wall I did. You…
From Zero To Crypto-Hero - (Week 2) A Dream Came True...
Hello Dev.to Community ! This week, I would like to share with you, what I've built throughout last 7 days, what I learned, discovered and what happen…
Practical Tips When Working with AI Coding Assistants
Background Modern AI coding assistants like Claude, GitHub Copilot, and ChatGPT can dramatically accelerate development. Recently, while working on a …
Mastering Multi-Provider Routing with OpenRouter
🧠 The Single-Provider Trap Let's be real: treating a Large Language Model (LLM) provider like a highly available, always-on utility is a massive archi…
LedgerMind 3.0 3.3.2: How We Turned "It Works" into "It Works Brilliantly"
Spoiler: 497 commits, three sleepless nights with SQLite, and one very stubborn race condition that refused to die. Reading time: ~12 minutes · For: A…
Building Pebbles: A Journey in AI Tooling
I built Pebbles, a .NET CLI AI assistant, and learned a lot along the way. Here's what happened. Making It Work The first big challenge was multi-prov…
Del caso de uso a producción
Cuando estaba en la universidad, lo primero que hacía cuando tenía una idea nueva para un proyecto era abrir VS Code y empezaba a escribir código. ¿Te…
AI-Powered Dev Workflows: How SWEs Are Shipping Faster in 2026
By 2026, the role of the Software Engineer (SWE) has shifted from manual code authorship to high-level system orchestration. The integration of Large …
The AI Skills Gap: Why Companies Still Can’t Find AI Engineers
A Technical Rebuttal to the “Everyone Is an AI Engineer Now” Narrative Over the past two years, artificial intelligence has become the most dominant t…
I Built a Claude Code Skill to Sync CLAUDE.md Across 12+ Laravel Projects
You know that feeling when you update something important in one place, then you realise — oh no, I need to propagate this to like 10 other projects ?…
Getting AI Governance Right
Organisations are under real pressure to govern AI responsibly. The risks are genuine: data exposure, unsecured systems, staff submitting confidential…
AI SDLC Pipeline: 5 Agents/Fully Autonomus
The Problem with "AI-Assisted" Development Most AI coding tools today are autocomplete on steroids. They make you faster at typing , but the fundament…
Brew: I Built a Real-Time Voice AI Drive-Thru Barista with Gemini Live API and Google ADK
TL;DR I built Brew — a real-time, voice-first AI ordering system for coffee shop drive-thrus. Customers talk to an AI barista through their microphone…
Improving RAG Systems with PageIndex
Retrieval-Augmented Generation (RAG) has quickly become one of the most practical ways to build AI applications on top of custom data. From documentat…
Why I Built a Business Content Layer on Top of Laravel AI SDK
I tried laravel/ai when it came out. The SDK is well-designed — clean provider abstraction, good DX. But the moment I tried to use it for real busines…