Hedge funds·A1Thesis and market research·Jan 25, 2026

Ex hedge-fund analyst turns 5-hour earnings preview into 20 minutes

A former hedge fund analyst turned a five-hour earnings preview routine into about 20 minutes with Claude Code and MCP data connections, producing an interactive dashboard of beats, misses and guidance.

Sources

• S1cc4.life ↗ · Firm or practitioner

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