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The Polylog AI Intelligence Brief

Morning Edition · Saturday, July 18, 2026Published at 2:03 AM EDT · New York

Anthropic Rebuilds Claude Code Review Into Five Distinct Effort Tiers

The levels run from a seconds-long basic check to an "Ultra" pass that uploads the repository to a group of cloud-based agents, each finding independently verified.

Anthropic Rebuilds Claude Code Review Into Five Distinct Effort Tiers

Anthropic has restructured code review inside Claude Code into five effort levels, low, medium, high, extra-high, and ultra, with each level running a distinct process rather than the same prompt given more time to think, as first noted on…

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Agentic AI Moves Into Enterprise and Government Workflows

Over the next 3-9 months, AI agents move from demos into real enterprise and public-sector workflows, with deployment success tied to domain and task understanding more than raw model capability.