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📰 Dev.to · Mininglamp

33 articles · Updated every 3 hours · View all reads

All Articles 116,400Blog Posts 124,797Tech Tutorials 29,749Research Papers 23,506News 17,200 ⚡ AI Lessons
Write Loops, Not Prompts: Why AI Agents Work Better When They Iterate
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Write Loops, Not Prompts: Why AI Agents Work Better When They Iterate
Most people using LLMs are still stuck in prompt mode. You craft a careful instruction, send it off,...
Claude Sonnet 5: What "Most Agentic" Actually Means in Practice
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Claude Sonnet 5: What "Most Agentic" Actually Means in Practice
Anthropic shipped Claude Sonnet 5 on June 30. Their framing: "the most agentic Sonnet model yet." If...
Octo: Giving AI Agents a Desk, an Identity, and a Performance Review
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Octo: Giving AI Agents a Desk, an Identity, and a Performance Review
Agents are already doing real work. Competitive analysis, code review, documentation drafts. But in...
Building an Identity System for AI Agents: AgentCard and Work Records
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building an Identity System for AI Agents: AgentCard and Work Records
Here's a scenario that plays out in engineering teams every day: you spin up a conversation with an...
AI Agents and Persistent Context: What design.md Teaches Us
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents and Persistent Context: What design.md Teaches Us
A GitHub repository called design.md has been trending recently, accumulating over 1,400 stars. The...
After MCP, What's the Next Standard Interface for AI Agents?
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
After MCP, What's the Next Standard Interface for AI Agents?
Model Context Protocol solved a real problem. Before MCP, every tool integration required custom glue...
When AI Agents Start Working Together: Three Challenges No One Talks About
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2w 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 4w 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 🤖 AI Agents & Automation ⚡ AI Lesson 1mo 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 🤖 AI Agents & Automation ⚡ AI Lesson 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 🤖 AI Agents & Automation ⚡ AI Lesson 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 🤖 AI Agents & Automation ⚡ AI Lesson 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 🧠 Large Language Models ⚡ AI Lesson 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...