[KongchangAI]
Unverified50% confidenceFactExact time

The researcher read public materials from 12 teams running agents in production environments, including Codex, Claude Code, Cursor, Devin, Stripe's Minions, Manus, Agentforce, Shopify Sidekick, Sierra, Intercom Fin, Harvey, and Hebbia.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/21/2026
First Seen
Valid until: 1/19/2027

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