
Muckle Down
1.8K posts

Muckle Down
@muckledown
Austin raised. Austin based. Sports, Technology, and Building fun things.






A preview for Pro users: a new personal finance experience in ChatGPT. Pro users in the U.S. can securely connect financial accounts, see where their money is going, and ask questions based on the information they choose to connect. Your full financial picture, now in ChatGPT.




















I love discussing AI agent orchestration in system design. It's not about picking the right LLM or chaining API calls. It's about whether you understand that an agent is only as reliable as the system coordinating it. Most people think orchestration means "call one agent, then another." They fail to understand that agents fail silently, hallucinate confidently, and loop indefinitely and none of that looks like an exception....🧵


Anthropic's CEO claimed that AI will write all code in 6 months a year ago, and yet, they are still hiring software engineers. Make it make sense.


Interesting how blocking AI data centers is turning into a political movement. You can't keep telling people you'll lay them off & replace them with a cloud computer API & expect them to support you. This is before you look at rising power bills.








