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Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls.
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Anthropic engineer:
"you're not supposed to prompt Claude. you're supposed to build a system that prompts itself [loops]."
this is one of the best workflows I've seen in a long time
in this video he breaks down exactly how most people are building loops wrong:
- the memory file you never set up, so every loop starts from zero
- the sub-agents that 95% of builders have never split apart
- the stop condition setup that keeps loops from running forever and billing you in your sleep
- why writing one prompt a day is the slowest way to use Claude
if you've been using Claude for more than a month and still typing every task by hand, you've been running one prompt when you could be running a system of loops
instead of another prompt tonight, watch this
make sure to bookmark it before it gets buried
full guide in the article below