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📰 Dev.to · Mininglamp

42 articles · Updated every 3 hours · View all reads

All Articles 176,928Blog Posts 163,962Tech Tutorials 47,179Research Papers 34,893News 22,256 ⚡ AI Lessons
We Gave Our AI Agents Employee IDs. Here's Why
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We Gave Our AI Agents Employee IDs. Here's Why
After you deploy half a dozen AI agents across a team, something weird happens. Friday afternoon,...
Octo: When AI Coding Gets 10x Faster, How We Designed for the Collaboration Gap
Dev.to · Mininglamp 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Octo: When AI Coding Gets 10x Faster, How We Designed for the Collaboration Gap
AI coding tools have crossed a real threshold in the past year. Cursor and Windsurf count millions of...
Mininglamp Opens Registration for WebRetriever Global Challenge — $15,000 Prize Pool
Dev.to · Mininglamp 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Mininglamp Opens Registration for WebRetriever Global Challenge — $15,000 Prize Pool
Registration for the WebRetriever Global Challenge is now open. Hosted by Mininglamp Technology, the...
Why Multi-Agent Architectures Beat Single-Agent Setups in Enterprise Deployments
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Why Multi-Agent Architectures Beat Single-Agent Setups in Enterprise Deployments
When companies start deploying AI agents, the playbook is usually the same. Buy whatever model tops...
Mininglamp Technology Officially Open-Sources Octo: A New-Generation Platform for Human-AI Agent Collaboration
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Mininglamp Technology Officially Open-Sources Octo: A New-Generation Platform for Human-AI Agent Collaboration
Today, Mininglamp Technology officially releases Octo — the first open-source, trustworthy Agent...
When Cloud Agent Platforms Pull the Plug, Local Deployment Is the Only Foundation
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
When Cloud Agent Platforms Pull the Plug, Local Deployment Is the Only Foundation
Two of China's largest AI model platforms, Doubao and Qwen, both tightened restrictions on custom...
When Your AI Coding Tool Reads Your Code, Where Does It Actually Go
Dev.to · Mininglamp 💻 AI-Assisted Coding ⚡ AI Lesson 2mo ago
When Your AI Coding Tool Reads Your Code, Where Does It Actually Go
Claude Code restricted access for users in China this week, and around the same time China's Ministry...
Why Most AI Agents Still Can't Loop — And That's Why AI Apps Haven't Exploded
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Why Most AI Agents Still Can't Loop — And That's Why AI Apps Haven't Exploded
It's been over three years since ChatGPT launched. Models have gotten dramatically better, dozens of...
Stop Writing Prompts. Start Writing Loops.
Dev.to · Mininglamp 🧠 Large Language Models ⚡ AI Lesson 2mo ago
Stop Writing Prompts. Start Writing Loops.
For over a year now most people have used LLMs the same way. Write a prompt, send it, get a response....
Write Loops, Not Prompts: Why AI Agents Work Better When They Iterate
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 2mo 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 2mo 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 2mo 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 2mo 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 2mo 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 2mo 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 2mo 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 3mo 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 3mo 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 3mo 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 3mo 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...