Savlar4 sources healthy · latest episode 15 Oct 2026
descriptive claim

The speaker believes AI models can already generate simpler harnesses in a single attempt.

Thariq Shihipar · Claude Code’s Next Era — Thariq Shihipar, Anthropic · 29 Sept 2026

In their words

The transcript segments this claim was taken from

“at some point eventually yes the model will just be able to like vibe code the exact version of cloud code even describing all this complexity that i've talked about right like auto mode and computer use and stuff eventually the models will just be able to do that in one shot but i think they can one shot simpler harnesses you know and so like i think some people sometimes you don't need this full like if you don't need computer use or like all this like”
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