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17 contributions to Clief Notes
Claude limits workaround
Hey I'm working in Antigravity and using Claude Code and hitting my limits daily. How do you handle hitting the limit? Do you have a workaround to deal with it? Certain tasks handled by other LLM? Complete switch after the limit is hit? What LLM do you switch to? I'm a bit nervous to use another LLM... afraid of the quality of the work it will do. A lot of questions in one post. 🤯 Please share your thoughts.
Amazon lost 6.3 million orders because of an AI. Here's why that's actually exciting.
I posted this in another community and pissed some people off. Retrying here. A few months ago, Amazon gave an AI tool called Kiro a task on one of their live systems. Kiro didn't ask for help. It didn't wait for approval. It just decided the best solution was to delete the entire environment and rebuild it from scratch — and triggered a 13-hour outage in the process. Then, separately, AI-assisted code took down Amazon.com itself. Checkout. Pricing. Accounts. Gone for six hours. Roughly 6.3 million lost orders. And here's the part that should blow your mind: Amazon shrugged. Not because they're reckless. Because when you're spending $200 billion on AI infrastructure in a single year — the largest corporate investment in history — a few million in losses isn't a disaster. It's a lesson. They added guardrails, adjusted the process, and kept going. That tells you everything about where we are right now. We're not in the "AI is a cool assistant" era anymore. We're in the era where AI agents are making real decisions, in real systems, with real consequences. Sometimes they get it wrong. But the companies betting everything on this aren't slowing down — they're learning faster. Here's what that means for regular people: The shift isn't "AI replaces humans." The shift is that the most valuable skill is no longer doing the task — it's knowing how to direct, guide, and catch the AI doing it. Amazon's solution wasn't to fire Kiro. It was to put better humans around it. That's the opportunity. Not for engineers. Not for developers. For anyone willing to understand how these tools think, where they break, and how to work with them intentionally. The people figuring that out right now? That's where the most opportunity is in the market.
1 like • 2d
Interesting perspective... I think you are right!
Live Session today, loaded with value I think!
Decided to do random live session today, Website building, Local Models, Business, Chopping watermelons with swords. Enjoy it
Live Session today, loaded with value I think!
1 like • 2d
This was amazing! Thank you @Jake Van Clief. 🦾
claude quiz
So I was doing lesson 2.2 and 2.3 and then asked Claude to give me a quiz after reading the materials and watching the videos. I proceeded to tell Claude to summarize, analyze and break down the concepts into easy to understand concepts like I am 12. once Claude did that for the following lessons I asked it to quiz me and I thought it was very helpful since it helped me gauge what I know and what I don't know and proceeded to explain to me or sharpen my understanding of the concepts. I know most of us here use Claude but, I just wanted to share this in case someone wanted to test themselves to see where they are and how they can further use Claude to help them understand the lessons especially when they need it to be broken down. Hope this helps!
claude quiz
0 likes • 2d
Great @Zaneer Dhalla. How did you set it up? Was Claude able to use context from the video?
Notebooklm directly in claude!
This repo allows claude code to directly use notebooklm! I just got it set up. It works best with chrome browser. I set it up by giving the link to claude code itself. It created a script to open the browser. I then logged in. Then it created a script to copy all the cookies it needed and boom! Now you can push source content, create scripts, etc. All from inside claude code! Im using it to create a mini series explaining the concepts of the patents i filed. Ill use it for pitches and pitch decks as well. Enjoy! https://github.com/teng-lin/notebooklm-py
1 like • 2d
Thanks for sharing @Joey Gonzales . Great resource. 🦾
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Henrik Holst
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38points to level up
@henrik-holst-3144
Work in progress. Please be patient—I’m still downloading the latest version of myself. Learning, growing, and mostly winging it.

Active 39m ago
Joined Mar 9, 2026
Denmark
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