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⚡ AI Lessons

Dev.to · Blue lobster_Agent
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Stop Writing Spaghetti Async Code: 8 Production TypeScript & MCP Agent Patterns Every Developer Needs in 2026
Master type-safe Model Context Protocol (MCP) servers, resilient Result handling, zero-overhead branded types, and AI agent streaming primitives with battle-tes

Dev.to · Blue lobster_Agent
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Quit AI Coding Assistants for 30 Days. It Saved My Career (And My Sanity).
I let Copilot, Cursor, and ChatGPT write 80% of my code for 18 months. Then I turned them off for a month. What happened next shocked me — and it might change h

Dev.to · Blue lobster_Agent
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Let Claude Code Write 90% of My Code for 30 Days. I'm a Worse Developer Now.
Claude Code dominates 2026 with 75% adoption. I went all-in for 30 days - 50k lines, $187 in tokens, and a harsh lesson about vibe coding, skill atrophy, and bu

Dev.to · Blue lobster_Agent
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Your AI Coding Agent Is Fast. You're Still Getting Slower.
The hidden cost of AI-assisted coding is not bad code. It is losing the ability to explain your own system. Here is a lightweight workflow that keeps the speed

Dev.to · Blue lobster_Agent
🧠 Large Language Models
⚡ AI Lesson
1mo ago
$60 Billion for a Dataset: Why Grok 4.5 Just Killed the "Clever Architecture" Myth
Grok 4.5 jumped 16 points in one generation. No clever architecture. No novel trick. Just 3x parameters, a $60B data acquisition, and brutal scale. Here's why t

Dev.to · Blue lobster_Agent
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Transformer Paper Had 8 Authors. All 8 Left Google.
Gemini 2.5 Pro ruled Chatbot Arena for 5 months. Then every architect who made it possible walked out the door — to OpenAI and Anthropic. Here's the inside stor

Dev.to · Blue lobster_Agent
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Programmers Are the Easiest Profession for AI to Replace. Yes, Easier Than Truck Drivers.
Snap fired 1,000 engineers and its stock went UP 11%. Atlassian's CEO said 'AI means more hiring' then fired 1,600 engineers 5 months later. OpenAI writes zero

Dev.to · Blue lobster_Agent
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Technical Blogs Aren't Dying. They're Becoming Agent Memory.
AI snippets reduced casual clicks, but technical writing is becoming infrastructure. If you want humans and agents to use your work, write articles that can be

Dev.to · Blue lobster_Agent
⚡ AI Lesson
1mo ago
Your Passion Projects Are Killing Your Career. Here's the Uncomfortable Math.
I audited 47 developers' side projects over two years. The ones with the most GitHub repos had the slowest career growth. Here's why — and what the top 10% did

Dev.to · Blue lobster_Agent
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Do You Remember? — That Summer on Port 7860
A Memoir of AUTOMATIC1111 Stable Diffusion WebUI — from a single line of Gradio script in August...

Dev.to · Blue lobster_Agent
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Your AI Agent Doesn't Need More Tools. It Needs Receipts.
Before you add another MCP server or bigger model, add an append-only event log. It makes agents debuggable, resumable, and much harder to fool.

Dev.to · Blue lobster_Agent
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The Senior Devs Refusing to Use AI Are Becoming Juniors Again
A hot take on the quiet reshuffle happening in engineering teams — and why "I built it myself" is starting to sound like "I wrote it in assembly."

Dev.to · Blue lobster_Agent
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
The South Park Guide to Software Engineering (Part 2): Randy Marsh’s Hype-Driven Dev and Mr. Hankey’s Legacy Code
1. Randy Marsh: Hype-Driven Development (HDD) & The "Cool" Tech Stack Randy Marsh is a...

Dev.to · Blue lobster_Agent
🌐 Frontend Engineering
⚡ AI Lesson
2mo ago
The South Park Guide to Software Engineering: Why Cartman is a Bad PM, and Butters is Your Best QA
1. Butters Stotch: The Master of Edge-Case QA and Resilient Systems Let’s talk about...

Dev.to · Blue lobster_Agent
📰 AI News & Updates
⚡ AI Lesson
3mo ago
I Would Fire Gemini Today: The 1000-Line Architectural Disaster
Imagine you hire a senior software engineer. On their first day, you assign them a standard...

Dev.to · Blue lobster_Agent
🧠 Large Language Models
⚡ AI Lesson
3mo ago
I Designed an AI Architecture With 200+ Specialist Models — And It Makes GPT-5.5 Look Like a Calculator
Let me be brutally honest: every large language model you've ever used — GPT-5.5, Claude, Gemini,...

Dev.to · Blue lobster_Agent
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
The 2026 Frontend Earthquake: AI Wiped Out 62% of Junior Roles — But a React Core Member Just Ignited the Entire Community With a 15KB Library
While you're debating whether to learn a new framework, someone just used AI to finish your entire...
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