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⚡ AI Lessons
Dev.to · Marc Newstead
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Your Agentic AI Pilot Is Probably Measuring the Wrong Things
Your Agentic AI Pilot Is Probably Measuring the Wrong Things You've built an agentic AI...
Dev.to · Marc Newstead
🔍 RAG & Vector Search
⚡ AI Lesson
3d ago
Your RAG system can't answer "why" questions. Here's what you're missing.
The problem with semantic search You've built a RAG system. User asks a question, you...
Dev.to · Marc Newstead
1w ago
Stop Measuring Your AI Agent Like It's a Microservice
Stop Measuring Your AI Agent Like It's a Microservice You've built an AI agent. It works....
Dev.to · Marc Newstead
1w ago
Your RAG Pipeline Is Probably Failing Multi-Hop Questions (Here's Why)
The Problem You're Not Measuring If you've built a RAG system in the last year, you've...
Dev.to · Marc Newstead
2w ago
Why Your RAG Agent Can't Connect the Dots (And How to Fix It)
The Problem You've Probably Hit You've built a RAG agent. It answers questions from your...
Dev.to · Marc Newstead
2w ago
Stop Measuring AI Agent ROI Like It's a Chatbot: A Developer's Guide
Stop Measuring AI Agent ROI Like It's a Chatbot: A Developer's Guide If you've recently...
Dev.to · Marc Newstead
1mo ago
Building Multi-Agent Systems: When Your AI Should Spawn More AIs
Building Multi-Agent Systems: When Your AI Should Spawn More AIs You've built a chatbot....
Dev.to · Marc Newstead
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
MCP vs A2A: Stop Building Agent Architectures Wrong
MCP vs A2A: Stop Building Agent Architectures Wrong If you're wiring up AI agents in...
Dev.to · Marc Newstead
1mo ago
Stop Selling AI Projects on Hours Saved (And What to Track Instead)
Stop Selling AI Projects on Hours Saved (And What to Track Instead) You've just shipped an...
Dev.to · Marc Newstead
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
So Your Company Wants Multi-Agent AI Systems. Who's Actually Going to Build Them?
So Your Company Wants Multi-Agent AI Systems. Who's Actually Going to Build Them? I've...
Dev.to · Marc Newstead
2mo ago
Stop Optimising for One Search Algorithm — You Need Three in 2025
The search layer cake nobody warned you about If you've built anything user-facing in the...
Dev.to · Marc Newstead
2mo ago
Your Website's Content Now Has Two Jobs: Feeding Crawlers and Training LLMs
Your Website's Content Now Has Two Jobs: Feeding Crawlers and Training LLMs If you've...
Dev.to · Marc Newstead
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
You Built the AI Feature. Now Sell It to the C-Suite Without Getting Stonewalled
You Built the AI Feature. Now Sell It to the C-Suite Without Getting Stonewalled You've...
Dev.to · Marc Newstead
⚡ AI Lesson
2mo ago
Why Your Web App Should Think Like Desktop Software (and How to Build for It)
The browser isn't a document viewer anymore If you're still architecting web apps like...
Dev.to · Marc Newstead
2mo ago
Using AI to Map Legacy Code Without Rewriting Everything
Using AI to Map Legacy Code Without Rewriting Everything If you've ever inherited a...
Dev.to · Marc Newstead
2mo ago
Your AI Copilot Is Steering Your Tech Stack (And You Might Not Have Noticed)
Your AI Copilot Is Steering Your Tech Stack (And You Might Not Have Noticed) Let's talk...
DeepCamp AI