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📰 Dev.to · Mininglamp

27 articles · Updated every 3 hours · View all reads

All Articles 104,141Blog Posts 116,862Tech Tutorials 26,310Research Papers 21,854News 16,147 ⚡ AI Lessons
When AI Agents Start Working Together: Three Challenges No One Talks About
Dev.to · Mininglamp 1w ago
When AI Agents Start Working Together: Three Challenges No One Talks About
The trajectory of AI agents over the past two years has been remarkably clear: from single-purpose...
Will AI Agents Replace Programmers?
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Will AI Agents Replace Programmers?
The question used to be a thought experiment discussed in tech forums between sips of coffee. In...
NVIDIA and Apple Solved the Hardware. Here's What's Left to Build.
Dev.to · Mininglamp 3w ago
NVIDIA and Apple Solved the Hardware. Here's What's Left to Build.
After GTC 2026, one thing is basically settled: the hardware layer for on-device AI is no longer the...
Agent Engineering Is No Longer a Research Role. Here's What Changed.
Dev.to · Mininglamp 1mo ago
Agent Engineering Is No Longer a Research Role. Here's What Changed.
Two years ago, if you searched for "agent developer" job postings, you'd find research positions at...
What If AI Fact-Checked Your Meetings in Real Time? Inside Meeting-Time AI Skills
Dev.to · Mininglamp 1mo ago
What If AI Fact-Checked Your Meetings in Real Time? Inside Meeting-Time AI Skills
Someone says "the contract specifies a 90-day notice period" during a meeting. Nobody pulls up the...
Apple Silicon's AI Ceiling Is Higher Than You Think
Dev.to · Mininglamp 1mo ago
Apple Silicon's AI Ceiling Is Higher Than You Think
The consensus narrative around Apple Silicon and local AI inference goes something like this:...
GUI Agents vs RPA: Different Architectures for Different Problems
Dev.to · Mininglamp 1mo ago
GUI Agents vs RPA: Different Architectures for Different Problems
Desktop automation has reached an inflection point. For two decades, Robotic Process Automation (RPA)...
Agent Execution Environments: Cloud Sandbox vs Local GUI vs Hybrid
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agent Execution Environments: Cloud Sandbox vs Local GUI vs Hybrid
When teams start building AI agents, most of the early energy goes into prompts, models, and tool...
Why On-Device AI Is Quietly Winning Over Cloud Inference — Three Reasons You Didn't See Coming
Dev.to · Mininglamp 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Why On-Device AI Is Quietly Winning Over Cloud Inference — Three Reasons You Didn't See Coming
I noticed something odd a few months ago. Several engineers I respect — people building serious AI...
The VLA Testing Pipeline in Mano-AFK: When AI Agents QA Their Own Work
Dev.to · Mininglamp 1mo ago
The VLA Testing Pipeline in Mano-AFK: When AI Agents QA Their Own Work
AI coding tools have gotten remarkably good at generating code. You describe what you want, and...
Three Open-Source Projects That Turn Your Mac Into a Private AI Workstation
Dev.to · Mininglamp 1mo ago
Three Open-Source Projects That Turn Your Mac Into a Private AI Workstation
The idea of running AI agents entirely on your laptop used to be a joke. A fun thought experiment...
Agent vs Skill vs MCP vs Tool: The 4-Layer Stack Every AI Developer Should Know
Dev.to · Mininglamp 1mo ago
Agent vs Skill vs MCP vs Tool: The 4-Layer Stack Every AI Developer Should Know
A technical breakdown of the 4-layer AI automation stack—Agent, Skill, MCP, Tool—what each layer does, how they compose, and where the boundaries lie.
Why One Giant Model Ruling Everything Is a Bad Idea
Dev.to · Mininglamp 1mo ago
Why One Giant Model Ruling Everything Is a Bad Idea
The AI world is obsessed with scale. But what if connecting many specialized models over the internet is more resilient, auditable, and human-friendly than buil
The HN Post That Got 1,700 Upvotes: Local AI Needs to Be the Norm.Why "Local AI" Just Became the Default for Developers
Dev.to · Mininglamp 🧠 Large Language Models ⚡ AI Lesson 1mo ago
The HN Post That Got 1,700 Upvotes: Local AI Needs to Be the Norm.Why "Local AI" Just Became the Default for Developers
The HN Post That Got 1,700 Upvotes: Local AI Needs to Be the Norm In early 2025, a post...
Full-Stack On-Device GUI Agent — Mano-P Model + Cider + AFK, All Open Source
Dev.to · Mininglamp 1mo ago
Full-Stack On-Device GUI Agent — Mano-P Model + Cider + AFK, All Open Source
Full-Stack On-Device GUI Agent — Mano-P Model + Cider + AFK, All Open Source ...
Dual Launch! Mininglamp Technology Open-Sources Cider On-Device Inference Acceleration Framework and Mano-P On-Device Model
Dev.to · Mininglamp 1mo ago
Dual Launch! Mininglamp Technology Open-Sources Cider On-Device Inference Acceleration Framework and Mano-P On-Device Model
Mininglamp Technology has officially open-sourced its self-developed Cider inference acceleration SDK...
1.6 Trillion Parameters Just Went Open Source. What About the Other Direction?
Dev.to · Mininglamp 2mo ago
1.6 Trillion Parameters Just Went Open Source. What About the Other Direction?
On April 27, DeepSeek released its V4 model family and open-sourced the weights. The flagship V4-Pro...
Happy 45th Birthday, GUI. Meet Your New Power User.
Dev.to · Mininglamp 2mo ago
Happy 45th Birthday, GUI. Meet Your New Power User.
On April 27, 1981, Xerox introduced the Star 8010 Information System — the first commercial computer...
AI Got Hands: Breaking the Human Bottleneck in Agent Workflows
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
AI Got Hands: Breaking the Human Bottleneck in Agent Workflows
Most AI agent frameworks can browse the web. Open a URL, read some HTML, click a button, fill a form....
AI for Personal: How Edge-Native Agents Bring Data Sovereignty Back to Your Device
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
AI for Personal: How Edge-Native Agents Bring Data Sovereignty Back to Your Device
When you ask a cloud-based AI agent to "summarize my last 20 emails" or "fill out this expense report...