AI Systems Lab #2 — Fixing AI Agents on ...

AI Systems Lab #2 — Fixing AI Agents on Real Data with Code Mode

Oct 13, 2026

The second practical experiment is out.

Classical MCP failed the same data-processing task in all 5 runs. With Code Mode, all 5 runs succeeded.

In the video, I look at what changed architecturally and why moving raw data processing out of the LLM context made such a difference.

Watch the video:

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