📰 Dev.to · Mininglamp

Mininglamp Technology Officially Open-Sources Octo: A New-Generation Platform for Human-AI Agent Collaboration

When Cloud Agent Platforms Pull the Plug, Local Deployment Is the Only Foundation

When Your AI Coding Tool Reads Your Code, Where Does It Actually Go

Why Most AI Agents Still Can't Loop — And That's Why AI Apps Haven't Exploded

Stop Writing Prompts. Start Writing Loops.

Write Loops, Not Prompts: Why AI Agents Work Better When They Iterate

Claude Sonnet 5: What "Most Agentic" Actually Means in Practice

Octo: Giving AI Agents a Desk, an Identity, and a Performance Review

Building an Identity System for AI Agents: AgentCard and Work Records

AI Agents and Persistent Context: What design.md Teaches Us

After MCP, What's the Next Standard Interface for AI Agents?

When AI Agents Start Working Together: Three Challenges No One Talks About

Will AI Agents Replace Programmers?

NVIDIA and Apple Solved the Hardware. Here's What's Left to Build.

Agent Engineering Is No Longer a Research Role. Here's What Changed.

What If AI Fact-Checked Your Meetings in Real Time? Inside Meeting-Time AI Skills

GUI Agents vs RPA: Different Architectures for Different Problems

Agent Execution Environments: Cloud Sandbox vs Local GUI vs Hybrid

Why On-Device AI Is Quietly Winning Over Cloud Inference — Three Reasons You Didn't See Coming

Three Open-Source Projects That Turn Your Mac Into a Private AI Workstation

The HN Post That Got 1,700 Upvotes: Local AI Needs to Be the Norm.Why "Local AI" Just Became the Default for Developers

Full-Stack On-Device GUI Agent — Mano-P Model + Cider + AFK, All Open Source

Happy 45th Birthday, GUI. Meet Your New Power User.

AI Got Hands: Breaking the Human Bottleneck in Agent Workflows