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Claude Sonnet 3 5

2 GoKawiil briefs on this topic

Agentic LLMs like Opus 4.5 shown to auto-optimize Rust code 2x-20x faster

A developer tested whether repeatedly asking modern agentic LLMs to improve code could yield genuine performance gains, this time using Rust rather than Python. After months of experimentation following the release of Opus 4.5, the author found that these models can produce Rust code significantly faster than current state-of-the-art implementations, provided they are given proper constraints and guardrails.

Andon Labs launches Pion, an autonomous agent platform to run entire businesses

Andon Labs has released Pion, a platform that lets AI agents operate companies with full autonomy, following two years of research that began with the simulated Vending-Bench test and progressed to real deployments running vending machines, a store, and a cafe. The company is now opening Pion to outside users through a waitlist so more people can experiment with autonomous businesses.