← all entries
B-TIER skill

Claude — Markdowns and folders wrapped in a harness

gigaqian · 2026-06-11T19:13:01.000Z · in AI Saves, Vol. 7
Open post ↗

100k ft — What is this?

Claude — Markdowns and folders wrapped in a harness
skillB-tier

50k ft — Why care?

Companies are marketing ordinary chatbots and simple API tools as “AI Agents.” It’s time we discuss what that actuall... — @gigaqian; uses Claude, Claude Code; demonstrates AI agents, API integration.
LLMagentsmarketingprompt engineeringvideo production

10k ft — Key takeaways

(no takeaways yet)

5k ft — Tools & techniques

Claude, Claude Code AI agents, API integration

1k ft — Deep-dive / try it

Companies are marketing ordinary chatbots and simple API tools as “AI Agents.” It’s time we discuss what that actually means! #aiagents #learnai #learnoninstagram #ai #gigaqian lostandlucky   7w Markdowns and folders wrapped in a harness
Transcript excerpt
Almost nobody talking about AI agents seems to know what those words actually mean, but my followers are built different, which is why I use the word almost. And at the end of this video, you're all going to understand what those words mean. I'm Giga Chen and this is going to be the only video you need to understand what an AI agent actually is. Respected analysts like the people at Gartner have said that less than 5% of products marketed as AI agents last year actually fit the technical definition. So let's break down that definition. An AI agent is an autonomous software system, typically powered by a large language model. It is not the model itself. That's an important distinction. Since it's a relatively new technology with a lot of hype behind it, multiple companies try to posit their own definitions. The broader community generally defines a true agent based on its abilities. If it can understand goals, gather context, reason through steps, use tools, and take actions to complete a task, then we can say we have an AI agent. If it's just helping you think through something, meaning it only gives you an answer when you give it a prompt, that's a chatbot. If it suggests next steps, auto completes tasks, and provides recommendations all while you're staying in control, nope, still not an agent. That's a co-pilot. Agents are even more autonomous. They typically follow a perceived reason act cycle. They take input. This is your goal. This would be a task or a broader…

Appears in

More from @gigaqian

Collection: AI Saves, Vol. 7