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Harness Engineering For Autonomous Trading Agents

Miami Dade College presentation by Abhi Puttanna (LogiqFish) comparing three autonomous trading agent architectures tested live on the S&P 500 over 90 days — real wins, losses, and token expenses.

Thu, Jul 9, 10:00 PMMiami Dade College - Wolfson Campus · Miami · FL
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Why it matters

This is rare: a speaker with 90 days of live production data on agent cost and failure modes, not a demo. Three different LLM backends means direct apples-to-apples cost and reliability comparison.

The tokenmaxxing angle

The talk covers token expenses explicitly across OpenClaw/Kimi K2.6, Hermes/DeepSeek V4 Pro, and Claude-Routines/Sonnet 4.6 — a live model routing cost study with real trading P&L as the objective metric.

From the organizers

Speaker is Abhi Puttanna, founder of LogiqFish; three systems tested: OpenClaw (Kimi K2.6), Hermes (DeepSeek V4 Pro), Claude-Routines (Sonnet 4.6); held at Miami Dade College Wolfson Campus, Room 2104; free admission.