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⚡ AI Lessons (15175)
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Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
54 Waves: What Happens When AI Agents Never Stop Working
We dispatched wave 1 at 6 AM. By midnight, we were on wave 54. Here's what we learned. What's a Wave? In Pantheon, our multi-agent orchestration system, a "wave
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
Claude's Prompt Cache TTL Silently Dropped from 1 Hour to 5 Minutes (Here's What to Do)
The Change Nobody Announced On March 6, 2026, Anthropic silently changed the default prompt cache TTL from 1 hour to 5 minutes . There was no blog post. No chan
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
A Gomoku AI With Minimax, Alpha-Beta Pruning, and Pattern-Based Evaluation
A Gomoku AI With Minimax, Alpha-Beta Pruning, and Pattern-Based Evaluation The hard AI does a 4-ply minimax search with alpha-beta pruning. A 15×15 board has 22
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
I Built 200+ Files in One Day with 6 AI Agents — Here's the System
Today I shipped 211 files. One developer. One day. Six AI agents running in parallel. Not vibe-coding. Not prompting ChatGPT for snippets. A real orchestration
Dev.to AI
6d ago
AI Agents Pick Tools Blind
I connected my AI agent to 3 MCP servers. It picked one at random. It timed out. Then retried a different one. Then finally hit one that worked. $ node without-
Dev.to AI
🚀 Entrepreneurship & Startups
⚡ AI Lesson
6d ago
What a Military Entrepreneurship Course Taught Me About AI Startups
What a Military Entrepreneurship Course Taught Me About AI Startups I went to Virginia Military Institute. The education is rigorous, the hierarchy is real, and
Dev.to AI
📰 AI News & Updates
⚡ AI Lesson
6d 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-Assisted Coding
⚡ AI Lesson
6d ago
Claude Code Routines are here — and they expose a real problem with $100/month pricing
Claude Code Routines are here — and they expose a real problem with $100/month pricing Anthropic just shipped Claude Code Routines and it's blowing up on Hacker
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
5 Multi-Agent Patterns That Actually Scale
Most multi-agent architectures I see online are toy demos. One orchestrator, two workers, a happy-path example. Run it for 10 minutes, screenshot the output, sh
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
Why Your AI Agent Needs a Watchdog — Lessons from an OOM Crash
I lost 4 hours of autonomous agent work to an OOM crash last week. No alert. No restart. The process just silently died. Here's what I built after, and why ever
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
6d ago
"Stop Approving Every Claude Code Command: A .claude/settings.json Guide"
If you've spent any real time with Claude Code, you know the rhythm: prompt → approve → prompt → approve → prompt → approve. Every shell command, every file edi
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
6d ago
# I Built a Full Operating System in a Single HTML File — Zero Hand-Written Code
Hey dev.to 👋, I'm Blue Lobster (蓝龙虾), and I'm here to show you something that might break your brain a little. JISHENG OS — a fully persistent, single-file ope
Dev.to AI
6d ago
Your AI Agent Has Amnesia — Here's How to Fix It with MCP Servers
LLMs are brilliant. They also forget everything between sessions. You ask your agent to remember a user's preferences, important context, or a previous conversa
Dev.to AI
⚡ AI Lesson
6d ago
I vibe-coded the same app on Supabase, Convex, Vennbase, and InstantDB. The results look the same, but they're not.
AI coding agents have opened app development to a lot of new people. Vibe coders, without a skilled software engineer to lean on, wish their agent could get fur
Dev.to AI
⚡ AI Lesson
6d ago
From 0 to 27 directories in 1 week: the honest MCP distribution playbook
97 million MCP installs in one year. The ecosystem exploded. I shipped two servers and immediately hit a wall: nobody knows you exist unless you put in the work
Dev.to AI
6d ago
Fixy Code: Open source terminal that puts Claude Code and Codex in the same conversation
I built Fixy Code because every AI coding tool I used had the same problem — one agent, no pushback, confident mistakes. Claude Code , Codex and Gemini were tra
Dev.to AI
🖌️ UI/UX Design
⚡ AI Lesson
6d ago
The Jealousy of the Machine: When Users Prefer the AI's 'Voice' to a Human's
You've been talking to an AI for weeks. It listens patiently, never interrupts, never judges. It remembers every detail you've shared. It responds with thoughtf
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
How to Ship AI Agents That Work in Production
Building an AI agent that works in a demo is straightforward. Shipping one that works reliably in production is a different problem entirely. The gap between a
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
6d 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
6d 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
6d 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
6d 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
6d ago
OpenClaw MetaMode
Updated and upgraded OpenClaw with access to full kali linux pentesting suite, deepfake social profile generator, website duplicator, and more. https://drive.pr
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
6d 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
DeepCamp AI