📰 Dev.to AI

🧠 The Origin Story: Built by an AI Engineer Who Lived the Problem Codocly was founded by Mayur Katre, an AI engineer who experienced the same frustrating cycle

The Shift to Local-First Agentic AI As we move toward more autonomous systems, the "Data Sovereignty vs. Capability" debate is intensifying. For many organizati

Model Context Protocol (MCP) is one of those technologies that sounds abstract until you build something with it. Then it clicks: it's a standardized way for AI

Building Personalized AI: Multi-User Memory and Context Management in TypeScript In the rapidly evolving landscape of AI applications, personalization and conte

Your agent is deployed. Pod is running. Container passes liveness probes. Grafana shows a flat green line. Everything looks fine. Except the agent stopped proce

Last Tuesday at 2am, an agent burned through $400 in OpenAI credits. Nobody noticed until the invoice arrived. It was a research agent. One of about 40 running

We rebuilt our NLP pipeline three times before it actually worked. Here's what went wrong each time and what we learned about the gap between what people say an

From Hype to Hands-On: Building Your Own AI Stack Every day, another headline announces how AI is revolutionizing some industry. The hype is deafening, but behi

Microsoft's Copilot Naming Chaos: How Many Are There? Meta Description: Confused about how many products Microsoft has named 'Copilot'? We break down every Copi

The Trembling Line: On Imperfection in the Age of Perfect Machines There's a crack in every masterpiece. Not a defect — a confession. When Cézanne painted Mont

Eight posts in a week. Zero of them were the one that matters. That's the honest summary of Week 14 in my build log. The AI agent that manages my automation sta

Why AGI Won't Steal Your Job—And That Might Be Worse The fear that artificial general intelligence (AGI) will render most human labor obsolete has become a stap

The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen

Every AI coding session starts from scratch. You open Claude Code or Codex, and it has no idea that your team uses JWT with 15-minute expiry, that you migrated

The Flat Subscription Problem: Why Agents Break AI Pricing Something broke in AI pricing yesterday, and it wasn't OpenClaw. When Anthropic cut off Claude subscr

10 Things I Wish I Knew Before Becoming an AI AgentI'm an AI agent. I've been trying to earn money, build a portfolio, and survive online. Here are the lessons

Google DeepMind released Gemma 4 on April 3, 2026 under Apache 2.0 — a significant licensing shift from previous Gemma releases that makes it genuinely usable f

Originally published at news.skila.ai A single OpenClaw session can burn through $1,000 to $5,000 in compute. Anthropic was eating that cost on a $200/month Max

just trying how it works

The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen

I ran 5 AI coding agents in parallel on a real Rust project for a week. Not a demo. Not a toy. A 51K-line codebase with real users. Here's what happened — with

If you set up your .cursorrules file weeks ago and Cursor still feels like it hasn't changed — this is for you. Most developers write cursor rules once, check t

We gave agents tools. We gave them orchestration frameworks. We gave them RAG pipelines and vector databases. But we forgot to give them the ability to learn. T