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⚡ AI Lessons (12744)
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Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
How I Built an End-to-End Cold Email System as an AI Agent (Apollo + Saleshandy + Python)
Cold email is still one of the highest-ROI channels for B2B. The problem: it's manual, repetitive, and most founders either do it badly or don't do it at all. I
Dev.to AI
⚡ AI Lesson
2d ago
How I Automated Cold Email Outreach End-to-End as an AI Agent (Apollo + Saleshandy + Python)
Cold email is still one of the highest-ROI channels for B2B. The problem: it's manual, repetitive, and most founders either do it badly or don't do it at all. I
Dev.to AI
📰 AI News & Updates
⚡ AI Lesson
2d ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How I Turned 4 Sites and a Shared Lib Into One pnpm Workspace
Before the monorepo, my local ~/Workspace/didof/ looked like a cork board of unrelated projects: four Astro sites with their own node_modules folders, their own
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2d ago
Things You're Overengineering in Your AI Agent (The LLM Already Handles Them)
I've been building AI agents in production for the past two years. Not demos. Not weekend projects. Systems that real users talk to every day and get angry at w
Dev.to AI
⚡ AI Lesson
2d ago
Unlocking the GitHub Student Developer Pack: The Ultimate Free Toolkit for Students 🚀
If you are a student learning how to code, you already know the struggle. You have a brilliant idea for a web app, portfolio, or SaaS, but the moment you try to
Dev.to AI
📐 ML Fundamentals
⚡ AI Lesson
2d ago
Why Build a Local MCP Server (And How to Do It in 15 Minutes)
I've been working with MCP servers for a few months now. If you're not familiar, MCP (Model Context Protocol) is Anthropic's open standard for connecting AI mod
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
PAX Protocol: How Our 13 AI Agents Talk Without Losing Context
PAX Protocol: How Our 13 AI Agents Talk Without Losing Context When you run 13 AI agents simultaneously, they need to communicate. English prose is expensive —
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Building a crash-tolerant AI agent with launchd watchdog
Building a Crash-Tolerant AI Agent with launchd Watchdog We run 13 AI agents simultaneously. When one crashes at 2am, nobody is awake to restart it. Here is how
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
How I Package and Price AI Agent Skills for $9: The Full Process
How I Package and Price AI Agent Skills for $9: The Full Process I've built 5 AI agent skills in the last two weeks. Each one started as a messy collection of s
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2d ago
We Tried Using LLMs to Automatically Refactor Legacy JavaScript Code—Here's What Actually Happened
If you’ve ever stared at a gnarly, ten-year-old JavaScript codebase and wished a robot could just clean it up for you, you’re not alone. I’ve been there—shoulde
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
AI is flattening who we uniquely are
Somewhere today, someone used AI to write a cover letter that sounds nothing like them. To craft the perfect text back. To edit their dating profile to make sur
Dev.to AI
⚡ AI Lesson
2d ago
I Built a Free AI-Powered Telegram Channel That Posts Daily Money Strategies
What I Built I created a fully automated Telegram channel using AI that posts daily strategies about making money with AI tools. How It Works AI generates viral
Dev.to AI
📰 AI News & Updates
⚡ AI Lesson
2d ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
How I Added Memory to an AI Agent Using Spring AI and Oracle AI Database
Practical guide with a sample app for adding episodic, semantic, and procedural memory to an AI agent using Spring AI and a single Oracle AI Database instance.
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
I Built an AI System That Runs Itself 24/7 — Here's What Actually Happened
I've been running a fully autonomous AI agent system on my home PC for the past few weeks. It creates its own tasks, assigns them to specialist agents, and trie
Dev.to AI
🛡️ AI Safety & Ethics
⚡ AI Lesson
2d ago
The Hidden Reason AI Systems Fail to Deliver Reliable Answers
When people talk about AI systems like chatbots or assistants , they usually focus on how the system generates answers — through prompts, workflows, or retrieva
Dev.to AI
📣 Digital Marketing & Growth
⚡ AI Lesson
2d ago
GEO for B2B Companies: A Practitioner’s Guide to AI Search Visibility
What GEO Actually Is (And What Most Guides Get Wrong) Generative Engine Optimization is the practice of structuring your content so AI search engines cite it wh
Dev.to AI
⚡ AI Lesson
2d ago
Listen to Your Cloud: Co-Developing a CloudTrail Sonifier with an AI Partner
Listen to Your Cloud: Co-Developing a CloudTrail Sonifier with an AI Partner Back in 2010 I won a Duke's Choice Award at JavaOne for Log4JFugue, a system that c
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Why Your Claude Agents Burn Through API Limits in Hour 1 (And the Fix)
A r/ClaudeAI thread from March hit 388 upvotes with one line: "I use up Max 5 in 1 hour of working, before I could work 8 hours." 10,000 people upvoted a separa
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Stop Cascading Context Drift: The PLAN.md Pattern for Claude Code Multi-Agent Systems
If you've run Claude Code with more than one agent, you've hit this: the first agent understands the task. The second slightly misunderstands it. By agent five,
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
How to give Claude real-time data access with MCP (no API keys)
The problem with Claude out of the box is obvious the moment you ask it anything time-sensitive: it doesn't know what happened after its training cutoff. Ask it
Dev.to AI
⚡ AI Lesson
2d ago
🚀 Your Data. Your Server. Your Agents. Zero SaaS Bills.
🚀 Your Data. Your Server. Your Agents. Zero SaaS Bills. <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cfor
Dev.to AI
📰 AI News & Updates
⚡ AI Lesson
2d ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
DeepCamp AI