Anthropic's Opus 5 is about token efficiency, not a capability leap
Models are improving quickly, but the cheaper options are often good enough.
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I wanted a clock that never needed setting. Things escalated.
Sure, maybe your clock has a backup battery, but mine has a deployment pipeline!
Beyond grep: The case for a context-rich AI coding harness
Augment Code's Vinay Perneti talks models, harnesses, and context.