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We made claude​.ai 3x faster in two weeks.

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ClaudeDevs
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ClaudeDevs
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Terms in this piece · Glossary
  • guardrails — The checks around a model that block bad inputs and outputs — filters, validators, and permission rules the model itself can't override.
Why it matters

Anthropic details the actual workflow, a single Slack channel with Claude driving measurement and fixes under human-set , that cut claude.ai load and interaction times by an average of 3.1x across 13 measured journeys.

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