Opus 4.8
4.00T1 sourceAmp News (ampcode.com)
Source record
Published by Amp News (ampcode.com) (T1 source). The original is at https://ampcode.com/news/opus-4.8.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryAmp has upgraded its smart mode to use Opus 4.8, replacing Opus 4.7. Internal evals show task completion rising from 52% to 62%. Changes include tighter scope of edits, more self-verification through write-test loops, better tool selection (librarian called 14x vs once, edit_file 79% vs 63%), and removal of the built-in Read tool.
Why it mattersPrimary-source release with concrete eval numbers and tool-use patterns. Useful baseline for tracking how coding agents are evolving their default behaviors and tool selection.

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