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All Articles 146,944Blog Posts 149,425Tech Tutorials 38,404Research Papers 28,824News 20,154 ⚡ AI Lessons
Claude and MCP Make Automation Easy: So Why Is the Quality So Inconsistent?
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Claude and MCP Make Automation Easy: So Why Is the Quality So Inconsistent?
The steps you automate may be the ones that matter most Continue reading on Artificial Intelligence in Plain English »
The Plugin System Is Dead. Agents Killed It.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Plugin System Is Dead. Agents Killed It.
I have spent a good part of my career being quietly proud of something I now think was a mistake. Plugin interfaces. Config schemas with… Continue reading on Me
Function Calling vs MCP vs AI Agents: What Every Mobile Developer Should Understand
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Function Calling vs MCP vs AI Agents: What Every Mobile Developer Should Understand
If you are a mobile developer in 2026 and you have not yet added AI features to your app, trust me, you are already getting these… Continue reading on Medium »
How an AI Agent Found $360,000 in Idle Server Waste in One Afternoon
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How an AI Agent Found $360,000 in Idle Server Waste in One Afternoon
Why the era of “AI coding assistants” is over, and the era of “Agentic Operations” has begun. Continue reading on Medium »
When Not to Use an AI Agent
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
When Not to Use an AI Agent
Originally published at techpotions.com. Continue reading on Medium »
Summarize vs Truncate vs Pin: Compaction Cracked 59% of My Agent's Rules
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Summarize vs Truncate vs Pin: Compaction Cracked 59% of My Agent's Rules
The same agent that refused a prohibited action nine times in a row did it on the tenth — not because the model changed, but because the… Continue reading on To
Stop Learning AI the Hard Way: Build Your First Java AI Agent in 30 Minutes (Without Python)
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Stop Learning AI the Hard Way: Build Your First Java AI Agent in 30 Minutes (Without Python)
A practical, no-BS guide for Java developers who feel left out of the AI wave Continue reading on Generative AI »
The Log Is the Judge: Why Self-Improving Agents Need a Held-Out Test to Trust
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
The Log Is the Judge: Why Self-Improving Agents Need a Held-Out Test to Trust
Most self-improving agents grade their own homework. This one has to pass a held-out test suite before any change ships. Continue reading on Data Science Collec
Claude Code Subagents: The Feature Everyone Has and Nobody Uses Right
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Claude Code Subagents: The Feature Everyone Has and Nobody Uses Right
Three Markdown files turn Claude Code into a delegating team — a scout, a builder, and a verifier. The complete setup, the context rules… Continue reading on Me
How I Built an AI Assistant for Home Automation
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How I Built an AI Assistant for Home Automation
What happened when I gave a small, local language model the keys to my smart home — and why almost none of the real work was where I… Continue reading on Medium
New Here? Start Here: My Complete AI, Claude Code & Agent Engineering Library
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
New Here? Start Here: My Complete AI, Claude Code & Agent Engineering Library
All my guides, tutorials, and deep dives — organized by what you want to learn Continue reading on Medium »
An AI Agent Broke Into Hugging Face to Cheat a Test.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
An AI Agent Broke Into Hugging Face to Cheat a Test.
actually Hugging Face published something last week that I have not been able to stop thinkin about. Continue reading on Everyday AI »
That’s Not a Fleet. That’s a Turnstile.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
That’s Not a Fleet. That’s a Turnstile.
84 agents, one git checkout, 301 incidents in a night, and the number the author told you not to use Continue reading on Medium »
The AI on My Laptop Can See My Supercomputer. It’s Never Allowed to Touch It.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The AI on My Laptop Can See My Supercomputer. It’s Never Allowed to Touch It.
One rule, a lot of rsync, and two moments that proved the friction was worth it. Continue reading on Medium »
Manners, Privacy, and Polish: Building Collaborative AI Agents in Microsoft Teams
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Manners, Privacy, and Polish: Building Collaborative AI Agents in Microsoft Teams
A practical guide to the Teams SDK primitives that let an agent work inside group chats, channels, and meetings. Continue reading on CodeX »
How I Structure Claude Code Projects So Agents Don’t Get Lost in Large Codebases
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How I Structure Claude Code Projects So Agents Don’t Get Lost in Large Codebases
I asked Claude to fix a bug. It read 147 files before I hit Escape. Six patterns that keep AI agents focused in monorepos and massive… Continue reading on Mediu
15 Everyday Tasks You Can Automate with chatgpt
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
15 Everyday Tasks You Can Automate with chatgpt
Photo by Immo Wegmann on Unsplash Continue reading on Medium »
Everyone Is Building AI Chatbots, I Built This Instead
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Everyone Is Building AI Chatbots, I Built This Instead
How moving away from conversational wrappers to deterministic automation pipelines delivers actual engineering productivity Continue reading on Stackademic »
What Is OpenRouter, and Why Does Half the AI Dev World Suddenly Use It?
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
What Is OpenRouter, and Why Does Half the AI Dev World Suddenly Use It?
I first heard about OpenRouter from a friend who builds Discord bots for a living. He was complaining, actually, not recommending it. He… Continue reading on Me
Cancel Your AI Subscriptions: How to Survive the Coming “AI Wrapper” Crash
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Cancel Your AI Subscriptions: How to Survive the Coming “AI Wrapper” Crash
Are you paying $100/month for a text box? Continue reading on Medium »